{ "metadata": { "name": "", "signature": "sha256:09576e1e7dfd66bca0f5c54d0c28bdff3294b2a9476bbdd40af47d644c3c6e89" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "%pylab inline" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "import cv2\n", "# Some code from openCV docs" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "OpenCV: \"OpenCV (Open Source Computer Vision) is a popular computer vision library started by Intel in 1999\"\n", "\n", "http://opencv.org/\n", "\n", "http://docs.opencv.org/" ] }, { "cell_type": "code", "collapsed": false, "input": [ "cap = cv2.VideoCapture(0)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "cap.open(0)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 4, "text": [ "True" ] } ], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "cap.isOpened()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 5, "text": [ "True" ] } ], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "ret, frame = cap.read()\n", "cap.release()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "type(frame)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 7, "text": [ "numpy.ndarray" ] } ], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "frame.dtype" ], "language": 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USjxC/Kil0154F+eorTaB1VqL+xY+qlPC2KjcujKllGYmIcL1TsDBjG0tjnNQerjpblxC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\nmkWkhPEawZRyhkJQK7gGLy22gIySipVM0TL76vG1C3pKWZgz2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mzAfwb8eeB7wH8M/Eng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\nGvToICGQgD4IaECPPgL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6Ox4tE1ubqsninVYWM3K0DTOck4W7OpAe4cRM5nxhXRcji3N+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lBs3IO25m01IG2lM1Ozb1S1kfFU7dLO6dYDCRT9ngZzkkEjlVJZpn/En5VIZM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\noQ45YhxVZrm4b8T8uhYZE8v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XEWVBfsQBMd/LQy1lWtEdgC2qYUY/3n4qm5nZRje2Vh6E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vucUnqk6b/FNghGwGUUqz+14aLwCSfAvBQ5t8wpbdawpdtI29eyDlPAsHbUIqp/q26jb5OFVDZE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"text": [ "" ] } ], "prompt_number": 11 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Color layers are in wrong order!" ] }, { "cell_type": "code", "collapsed": false, "input": [ "image_rgb = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)\n", "imshow(image_rgb)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 12, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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lBs3IO25m01IG2lM1Ozb1S1kfFU7dLO6dYDCRT9ngZzkkEjlVJZpn/En5VIZM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\noQ45YhxVZrm4b8T8uhYZE8v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XEWVBfsQBMd/LQy1lWtEdgC2qYUY/3n4qm5nZRje2Vh6E\nk7XVvlRey9loCP9t8EjJ+5yZc09XO8nf9TrnQLdcVqvpYnMOCGbsZCGY1gPxx3jLqLxIcZo3rCr4\nmOXaU56aaZplGCk4Upt0+SPRl2nJ3F96dSxVFw0YndyV4qCbJyuNs5l9erFMhoLXwAQxGad/v6HZ\nLzOMZ+iSc6+Dyh/ipBpopu6yAWQjFLAtASvsMvlRjhghn3tiPLxs81By7a9hLHwDu+oWnCBAnm3L\nhIN78qPs0aLjCY7DRBn62jxr3vdAVnI8DYAONo8fZoSyYedIlFb27W34dMNamwY/CXgE15UHKqmE\n/8mYYEQBIGceX34+9i++fiC5faNz4fps9LdEmiPkzJJdeNkCHIjV6N7A1UDSJWZKXIvH0IHED3bG\nOWO5H9NRBSNurPUsVLnleBMYbiLHQA/OI7KKBocdY15poE8pCrp2r/l+8fEK3FCXFgtUgtQELOdG\njuAJ6B2ncF/GGd4umkYgsLMPRWZwxxDmWD468lQnnBvWv6vBn9KEumLSq0zTIfmZeKCYOtrMgOvg\nPpMddQlmkEmHFVtz0weIwZqbi5yjcykx5agMbZDvGjdSkYCUMQwnXJ+zhCXKFhRnGBgUjM10aOjr\nvuFSHn1P1JcMEsOVVEyFxmE4NAYCJ2ACz8HWDa0FSTsBNNmlj5xX37uNs4GiJpQPEZ5cx5c7NhzA\nrd9nuJ01zGoe8qN8WcIbU+Vvd2sd2IFQvOdeDM0f8u9sfKmT74DKfI0TgeOqQNUFR8FNqhw4dmrA\nX4mIroPCNnFJTiugiUdvGoW/G5oU7NCOHI4qNji3mldetD5EyBhlTKvFGrCGGAUAjPO+UCY1arAh\nJi16NxgTqtD5Das5Uz1QWteGr1wCdBpewHLCG+aOl7Esn4kNvxq7fvVf/oJfGzQK/s2LTtKBhJs4\ngzKm4P1LxNpsmMDpyYdCeIp7JgmYBsVTjVKUvTlHFniw89r1G6bgQvxMp/FyUM1hBttbs9QDakWo\nPGZZEjElCzASvi9IrSROZUuK5Xgkd1WFnZyBPcHDsNUh3zD/OhmvQbGo6uBx3aXMoYEVxORExmZQ\nIGndhNEFqMOdMvTnuBSbXh/wujBNiBMkwCwsZek1g9mA0YrwKgmek7CcnSoB7bgasSxYnAQUPNkp\nQJB9ms8H5Z8GAA1cZdTWuzFTQXP+kfGQ4m9efPYQBjxfVcDk76d2eV7WDz44mu7B0Rwbl+XJxHmm\nzSH5lKdVdeAX3stW515cVY/nHlvjEq+4MFZtDQ7p5fdRaGFAX4gOLBg+mrOAIkJQCzOnrmExTDBn\nQ4i0PQPgb0YyqigAQAPYzFyjjvndZ0IBLpSFFHaJM8wPGjzWzBzBJckyNxx7MYt028ikioeHJLgO\njY83cuADKAvnP1xGlqs7m1YmCz93Oyq71TQK6W5EFUUe8rwtAFusANI7tUvdAPsTeHxhbcdKKeyS\n3Iihg7n8GFjJGHYWqjY+VuD6HZHxx2nPQSC5sWC24P0Tg1wtYBd6lY7MFxcbaG4RcFwI7L7Fc6zj\n/mLCM+5OVIBEWwS8Fz7Bt7vaYDaTpZmWuzc6Gj+BmNVSjk/XeKoM4ML9cnibkgF+JX4TAfgnMcqi\nCTF5iMRGS1kWZWNgWdPBbLcL6EsEWy6oVkk99KTbCuGzGIlp2an9uFnM5HyUABazGFJRoN+BEzCA\nhzfXNi2RPo0OKMsaZ23I0ELVp7IIZXZM2odOju/TWoZaPgW9nGR5Br9HMWJdaGzJaJlZbTVgGksG\nESRyM4iFZvKAcU3X/50Kqmfrv11QP02KVIOpm4YqO9+uZ8yBuf3PvTsaawVmt0Yns0vAeXB1cBiY\nE5NjEcuAP6+R0j92baIDTTasw4tZdRMSmnsqrbwtO56aDAKAaTzIqOdHscT7DfkgvPFLhV3ONNHp\ngI/3qayvsV1l8/FNKLU5qdSzJoMCwAmCCA1nI+iMpzPOdXT3YwzNz2sH/ySlqVDO9KKabBB3w87k\n4SFO8gnq5jgSXjdd50Y0VXgtgvxpFqOlz+eE1+0FN44G+V31+Q/LNA1OgNZokIH74v8bWFdhRQH2\nE8wK980h9L3oFVm1hbux1LsRxLI8NezKGVzNEH2BY3YL2xIdLPetSYSHNb7C8XeO4cCcvoYZtJVr\nw6J0GioThIKK8CWzD6DY7HCoxNUirOXAVW8Ec9F1pFf3IGe1MA7TSXwPan4okJZxcZPqU2+PVc0h\nBdMuU3BpQATyENduurFj1AEoiGgz0bC4VG7Gyc4mc+x+MhhmQGAQBekdU5YNVcr6+2DGl4JXxUMZ\ngsNsKTNmhsder/wNT2JIqlF3CewXN1dNPY8+mRi+K62lMmttB+PzHwQ0c0rupySfbA4wtCU8iqYm\n03kBM+eyZ+Oz2dKc6d0UH3Aiz3RqeRgmBptUJm31s99Nf0xmZqLU6edgho5QhTGHxFMlwIczq8pC\nh1ANrXsAACAASURBVNu8C36O+2ILv6QpyzQ4ySdulFNVx3y1OSML0HsaMl0H2XrLsvF2aG1EDL4p\nJsRku64GjjFD5CEiXF3N3HbKhzNoIuzWiJx5VMSjw4UVZwLaG6u4eqpvZdUDKdHk5ksjuNGGq5nF\n7s2m1uevx8wfmGn6hvnCT534MPLMqumP2LaxmwOUSuYbIbyqrIH4ghld3R2Jqt+QmtM8SVELlwWy\nP9H2eU6eoRHv4vulNXpx8uNlRAQDJM/vTnxLg7sMz1p4EvigrTk73TwUwBRKGTeEKRJaaJ2Uu3VK\nOTmdgzdywiUXd6wE+nqw2iaeZzNHp8c5ZkqvxC38ieuBxicGYolhF1IlfDUhCeAJKheek72zBHfI\nwOSNvtOG42YzhhbVlMCFVFETMAHmZyjSTS7mRVzMBpaLNk2GN/OKeRmgPBll5H/CgIDmkF9+zJIo\nWWVmSgya92l6O37Y7kucTAVwWbSpcJb4gc2dynfst4Wz1QmQND+hXLd0pXSCpyPWk1GaRiGzGphK\nAlCWfKqEh2g/3FhissQWza9DgVmDiQvmKTXZQodBtiCMph1dNV1Du7nu2XebiQTvDUG8ZfOEwnwC\nNBTVmiUFaUSDqcrtHEA5u+MlPHKqkuvaZxoAR0+DzlUGZDiiWx6Xuq/GDP1uOpi9tK65qti5H2ik\nlWCYhCAcfWHIDiyT25I3/tgLr+HaG1D2gi6TzmGZQBBrD3zIUPuXXz+uEbQXxfEG+AK6b3jLPacY\nUL/shUjJo2qRo4VGrkIkT6SXv1AogeMXT2ZLZDt2v9gMqEbU4oJbjvYEmlmGtyHz5gwi55zkzjwn\nbWthuQG5CptV/TmFOaGSE5eX44xbWARYUX1RloYlHFPDnVQmcnROqPHALLnRBxckmI4zFoAboQQ3\nJH5PclJSSHgsjJxsevMmbG7YA42N6fLfb8oHGbywvGvCEIdbrdgzjZcp861JaQl83zDp0SHrMJlm\n3ISw6Si/G0TMz1aVDIrYJBlu3YYBtskUaFnmutE2sDj84/ApRaavGcuq31NFqakHD0kw+YG54eUv\nOjK9l/ljRXbuCd17VJfwcJJHJ88Yh0fKWNePSUgL6/NupCZWFgipvESrum3jhh94xtKwIrih1TgZ\njFW5GELKF2q7JssHg91mVtbBSuByPkhrBt/WTKrW53NbKpMdM4B5wv80mMwMvRq1h81ggpTIQnhm\nAAEoHsKdF1omzHyK6zSkvPrATAQxcDBPeiQkhSNueBVm8+l5cF0DzW54Ax0pFzJBDHGjovC6ybZJ\nyLADJCXspsKogk3UKz5wtcPz17XnP6w876BJQPg3AIYa1+6iAQb8BUueJGMY0cbMEhmA/QS0Izdw\nJzGJKmq+t3CxkMrFfWarAPGV+Bjun7Gk9WVoL74HGlbDl7R59gS/k4YP0YbSnB4UqEBKIxXGyDvz\noIqIRHI6zHPsaKG90H7TSFmAt6eMYMGFub2xbaOD6hJTqZjJ2e0LBNJ7ur94mjTHqBeQX+Lc9KUM\nM1B94ZaRxOCZAGh4Yvu45ExDzoxhf1yzn9HALNmG3zdfY2n4lMqEBlSsWTMQmeazG8vc7uvw9GZy\n41PumcYeLHbX9eU0ZdAq47/jVJqC1mTSCuqBMRbmoUC8loG4zggHBvhseqHS0WABtQGtk0Ho5qB0\nJ6+Vv2GGvT15SYLKNoh36joYfzJCEVEXovjTA0fwfnCjsyQWVKOGVNVzAI7iqEzjbBcVOLtM3grG\nTM8bqaZrNRkelfyewS0fKz0mmCPI6KIL0UMJGlghkM6svZsqpwpasQ2LpfWc5vncKDE4DEi1sOZA\naO5fh4lONDCYvBaCBsnwkRWbjIwX0N8eaKIvZH7Anc3lwEWJMoBYhiuIAzsay5Zod4R5fu3143ia\nZnhFIuuPgb4wz9T9wl004EUCZYsUx3SgGUC8P4hLFIHga6U25w2zReMIQKfZRUyvE2YXp845OE5A\nqgJysxqrmRdFzAnKYHAZO793FJZOakBzp8GfX0V7rBs0l91Nd5xCawqvyVxDvDB31A55ChQun+4y\nF10FEH4d8wQM/KVTnEbMupnGDqzXRXbxjAxR6eFg+eNvAQXT3Tbq/WegBsT3U85I6kqIntEKWD1U\noWdh2VnswzOgouidujWbx0wkY1G3UNOc47UkqM6pjtOMWS7VlSe8/GRazMD1uYYj2yCX8rsuN+gb\nUA0fFVKzEbMxkMo4SonbOrjgGy8w3FFFyCXM1b1VfdANt8VmYRfQLz02ktu3KFnzvU+G7eILbhgk\nj51npfuNXoJsNArGAAt5dfameTECXRyxkqvx2T9pvpbh6kd00TKiqVlTrLmwbOPqwpfmoQ/QUlqv\nAOTvyefc4ikTQiipknjfopUAtdO/YTeONaCbDER4CCCImSboVNTCJ6ltd9Su4+rEKsTR+TjCZzNb\ndcMxAsrWQBaV4Cu4X57P3dCQKlga3IvQVTo+kaTU/Mrrx5XnxazNjSXi15rZIF/4tlSm2kbHhd7s\nLHoT51oR2EXOFrMwmqeaaDZa7xiDiLbC7UECSpP4a/FWYhYnRVZ/wWMxo2zghgNrIfNWViG8Z0ru\n0+003Ea7rWDqgwaEi9hB7u7JTuox3TAF2TtUJxbDwVIawwmZzH45+xxwFNpD5X+L39nIKJXRT0bl\n9qY0gTKLoVqYQPY2xDScBoSf+6cSs00ZIh7Y4NCEwO/jKF9D2+tRdykbGVNdADpEXk9DxVpZZEvP\nbNgWgojtcGgJY9F5fUpoXsfABo8S6KSi8+oGEJgRzAIfMJ6NA126nNPfVVCTdIyfJwEDgteBB16Y\nAWFPdpwczQBOAJAgF42fm57wYKkaVjWjmRkEaxS2DiH5WHBda8LA81EfaMFNuPYculp7rNjWaXC5\nqZpTxXP7OgGT5XdDdFsZCT8ZX/tUIfM5cLI+tiYhfo+xESmAamS9q5pu7gVAA9tcOMCY9piBih8M\nLIRzDef+ASAUn1zTBVRc6P2ICD6hJl0Nj5ZrDRrj0TD0oh002mC/ozz/gSbEY3dVWIsYShoxBy6s\nn/ARF3Y5uhey+oDtnxj7pj9B93XKFTeO0W3TLbaA2Vb25PiMxiu5+JcWIycGGnJfCGc3EA4gS7jP\noxS/tJBZXjqiCLRXAemBb+kIT6p9wE5dWWFFIIuEbyI3nN0c4QC2MhnwAZqh8YWORiQpWOy0ijxj\nkBFFyWtUjQB3jgXopzP/fabFchRv5SrA7IqHzHoaP28bAz3lL8P/4TcCQI9ChQu2lYE3SpQO8VtP\naTyEcXFpFRS4kR78Ew0u2gAiQx6pIo+f3/9wTuuk3NOp5+/yt2RBeTWqbwXeofZwE6Qxm5mqACKp\nh5o6M5t8kn2MQ3y/ySvqC2brXCOdqII8XEx2/Bw8J4Baoupx0jdL0PaPEbLAxg5nTz2fie9WCqL8\n+enS35uO6DcodTU9T7JP2OyEGapdnF6ZQgsGgoJvoSUEsKOhTwdZCz5DS57mYCtbT5mChHGsdZjj\nFp7LSuMCmru9cihtbJS5NzppEBJB6enLSAlMM3glZicBNH6BKGjRNE7u/cUehhd6bcS9ULiQTh/f\nUMu+2nCnodxJE8sv3MtOc+yXXn8aTPM/APC3AfwPb1/7+wD8NwD+ZwD/NYC/9+3f/m0A/wuAPwLw\nz/3am6ZDJ/2F3Y2KxgWDi0+27IXqlyzS2GRpSNt8b94QXHIzWlghrp9TE81RFcxg2mk6GzLHvYwd\ntfRRMwiHK6PcamR+9nD6uBkB4MJqEqGpSxcwbRcqHGgGU6smoGwF761NKB5b00BgdLzvLy7UC5Ef\nMFy8BmWYI20jPrthZsomZ6DtQAoKJvZgUTPWdF7UN4O4Gx6zDRN2WJoHbs7RHH5+9rnewW8ZuTk/\nHTBkcYbTW3z77jVMgSGRGyhrZGAgnveyhcXW8OEMjk0cgNPw+Z5ao2DkTiqJXv0W6NmE0AyYxmFm\nOFhSrpjPtPDGLkW4PR6k7++ne2AiUZY4f6WGUptkh2CHH4YDlSwzTSJ9qDo88ALtb3SsfoQJojy+\n/W6AmRszdZ6NwvuaNi/f3X+jQIN0PBwi+hwQoSRkuCbepuy2n8/aRnf+zTXqrTXqjgxDhzB3GK7t\naCyaZDv3DOlpD1RzRrEok+40uMe53wBZAavYNBuTkDTHHZzwwSRdoFAbYl3IWOi+4Pv34P3CZYmw\nhm2yJxqEAmolKgpbRhEdRuz5V15/mqD5HwL4qz/72r8FBs0/BPDf6r8B4C8D+Ff1518F8O//2u/o\nLOwbeBnwip+w6o9R+Amx6Kxe2YAlLBwejfIbZRum8bokXHMQPReMSW7OLAsqvy0X9k42R5rNJCzQ\nWg2GjfEP/P62pHCndx3sshexL7zQNWMHaHzg+QXcnNJYTrlnOg2IORL2gsnPcgwjSBVRGejAHTj+\nivScvIHFERPmN+AFcxJyS00dXiOvJTEA/sgyQazH6fnoza7+gsmUVx+3noy0PI8GfXwxoZxIUfa7\nZsvPA8jZ4GBGS7mkBnKJzN4dp+HSVQfkp0a9kEWFxkyNpNTVuWa63jK5Bxts4DSROLFxn0xprnf7\nje7Gbkpu55AY3f2hUeXTLcd8+v4+WPJ21MlIWGIuQSvxHDFv98qGLIkNxI2ZWjoNS+guuRchIWW3\nizjM80wHl5N6p/VvlSSDf6r6gd6WjS8ct/5z35tzjeBfAIhJpt1grEoEaJrjb/e6JQrh4WgKoMTQ\nLYtsl21AO6wuWC2YpcaZLFheWOK6klNMrPvn4yXmOt/5vWaqTpHIvTkWO+lovzdhEGbPhTuBe/OZ\n1J6m1gJMJs41QAGbm7YLq9iv+PZV+Pbn7J7/dwD+75997V8E8Nf1978O4F/W3/8lAH8DnN7wvwH4\nXwH8U7/0plcACJ4WdX/Dq38fgYXejtXfsPw3yORDykx4aQa2s0t9Jjd2U9vbH/B+4evrhtuFK6lj\nnmzMwmnLL3cfyqcMr9LweMymp4nBdDDTiAGebK+3gglfEY4lVdHgZZnk9a1m5ppG+SwDrpQaSU4o\n+X+N6MSlt21slJxxqjlSI2sBRb/MTMfVJO2w5BJm6XXMfiOCpZiD9v7CvhJ9fC3nZ2Ixi0s0aEbC\nkz994atFhMeT8VQN/oYny/uFv8ONPocKXAHxXvuZF/Ql2hYPJhGbnVm1i3bkkv3MIv8uuwSEM+Lo\nseeV/nwudv8L4yXK4NonWE2j42TPeLtHmLL5/f+gaALff3bikw3Dt3PP3v9k9vnCrheyeZjZijPI\nbgj2c7hlOe4wIMiamAOJGeKToYY7PJ6ZTlttbwewk4qgiDdYwozO/gCfuTsPZSQHV5vhBqGoVvZM\nmWSo41ykWhmTlytK1dQjI21LZHwxxGbDKrBsoa4Lfc1kS0dejr6ut3uYguL0PWJYnPsYBl/8zAvO\n+3KatJRlLFv4sMXR29d95KV0LnP468L2xi2awmXk2lYYvozHxa+9/qyUo78EluzQn39Jf/+HAPyt\nt+/7WwD+4V/8xU1JonfLpKPhfWG1I6qAvmn/hMTtwS2TwNULr/WBiMWSuKF0miXrx8cCfSSVUbUy\n1mazx+1CZuHLQU00HHvz4cwQN9cCL2djIJtKjG0N+EKGH55dFb0Rr4ODccPPv6crUOZzYsZlwKI7\nkcfQMTQWAVzglYavTy60UIeyW/Z5MKRv3FHHwLa7gbphveHuuCvV4PHTFDku8PYEQGYq4w7DhtOd\nm42XhiR3Mjo+G1/QhF6z2Xf7YxLR4g70xhomgQOZN++LNQwXXkXZ6mT2s3EaqSzjtzMNiHYEMOf5\nKfcJjNMUmSAN0ceY6X0D+jrXXG9BNt8ym6MEest0Igx3JY85JYyqts/3DN2G7z9tPz3zd+s3FLxl\nrJ3JqqlIITv0IZfJiVPlYlgsKYU3/jwLe8lHYYL+EhTFewGUFx296gLgouiJTpclJRphFVL9+qiI\nWgkA7ftw4JLQVNWswu6FLYeyml/qG+23ruHiO9mNXV9aHzfJ5AVOe9WBXu1y89ezSuDQ5QD8lI1P\n8P50NVYBVxWib43zBbq+yBPtL3h8AfH43Fo19r5pCZeJXTQT+byLvQw8eqlfev1/0QhS7fY7//23\nXv/lf/VfqOOd+IM/+AP84R/+48hu3KZuf95w44nhaYAtGfxuNP4EuS9YkHN1p2H7xstkD1WGL9dQ\nsOLIDFjQ/7DpjCJqtNI/g0Xg7kQ0juSQs885c3thw+vSwxbPTt3jLqB9nQ6vmThmTtI3kChf6tYR\ns6kOlLMT3DZuOTMdB/DwU7YColPA3xoVAWsC4oMPun1wYbRmL3WBA9BGm0xqtgA4vvv8bMrPUL97\nPHnptcR7ZeKtykxfmZ+usGWVloCFslbhhj2pUdPQoiB2gG3K5mR/B3vUHmPMO9c9wFxBQXuyGXCU\n8gg4zpgK9MGxW2Ur0Me5/TTHXGeB4TANyC6gsmiyTjYGZa5s9l1AfMpGHTwmvXaTDhNyOj/vpcMh\nSgeglFalINBohLEBMoPwNnDkrubEjbkm+PXPGW5mouVEnIA+VnLMFJ/1CZliQ/LHwRnPpu5pzDzz\nlZ5/5etugE7ucvJCYimB7xAGq4QFAG4kHZXsIgYKUYjEOCF27+d3RAS8VJFpva5sYrY167tA56PQ\nYU4P2G45Me3AbQsWwEdOVUIzbzNKrgvA//RHf4Q/+h//iB6xfwGKoL8N4B8A8H8C+AcB/F/6+v8B\n4B99+75/RF/7rdc/+y/88+g2LH/jEHYD7sjeiHihJfGDm0jFzomKPRuYG325dLMYz0jjOdStbJRU\nnIa6YuZ6CCTWzqJ4zaJ8O6HDmuoSjKkxM1gXmd7cFBtM7y+gG7NgOS54W+LDHhyR4g51AEUwu3u4\nZj4WisKfOJa1MBuTnEVmp8xuSVBml70AlbbDENASJLlPIw227i8XKeklRT/RVlAwvsOhykx26obM\nPET3U1YBJ1g2WEFYk4EQ3mdD0CeTh9XQ65ldCq8Ubayhxsh51zhSw8pECzsetcqUpi3TXZQhnS73\n3gzUDR5SKd/R2f+GNwpT8aCDoICR/AEgn/DNFGR8OMdhynyzE+40rA4jPPEdL1M/wwPBABhcskyT\noQnM0BHEK4mayJzETgAN14ENgBMpn3tQtU/A4zoidNA4s07hwWpvuShYTVx44Bj6iUImx5yYsFw6\n9fksXrR7e4PLWJ010IsHo5KB1abJnKNa68OgmQduPvQy4suT8Y5MP7UmTBm32RuVD9yvrCEvPT+u\np5Tz+2o+q21iBfDmIdzxV/7yP4F/8q/8Fbp2YeM/+Y//018KXX/m8vw/B/DX9Pe/BuA/e/v6vwbg\nBeAfA/AHAP77X/zFtdBpyHoxHc/EVxU+mzQgl62X+VLThxb5uwxodkDdNsKaA6KatmtiEiA08tc6\n1SEtEp5xM7BZk2LDu3ZKK2JLvMaypHmFERssfS+6iRk5TyS3hlWhwBnedzcbVEaFCcebEltklcuf\nIzhgdLNO8QHngOuW2YUDU54DQEt62brut1ETPXrfY9gw7yU1CRgcvJp+mDkZxTQHGAQVN3H4jO+1\niiWiPxE2XLoHrwNYxgJ5utFTLnaFAv2U+AbrwExKnWDpJs9H0+e090zO5ESPEwxcTbPJ8Pm9TEAM\nKUNdk8sUgzlNK4oGvQ4MTUmXgCchVM4ajyN64g3rZJlwStLS8xiqFvvvMmj2/O5zDlshbcp96tqH\nKoeecp7jG1zrzkyleEOa9udzP4caSBhfXIcpqAQomtrU2LE9za/zDMcPExBUUGe/hNH74T5drpQE\n9fOwBcwMG3WEGqjxQgp8mbB1iJOt32VGpRwH49Wj99debkEVaQDsLcdXdi97J7gZvmC4sdBNLLz7\nBdSFK4GPIp/6Nr6XYVgsPJAqC5mNr27U78A0/zSZ5t8A8E8D+PsB/O8A/h0A/x6A/wjAvwE2fP4V\nfe/f1Nf/Jsiv+TfxO0r3GOC85V6UtL+vJhUoYfi6G980C8aw0XbBsHiirhe8OeKXpyqbFI56Akfc\nQF7sMENKn2ysYDrfQT6YG3GeBHDNJhoJ3FmMXLjV/NnJ4k0L34WhDfkYbfKFMLzwWPo7SJNQDoBx\nIaqiiYizBoVmPCAMBKz7TPTmRvOWBZ2f4MQBVVQI2WTvRrrLUc70BG5mxgzGD6XIVRJWJalGChjh\nM/vnpXL6exxSl8ZMAm9d6y4R3YHZvmGmHh4J1F2uTZKIZoBsZxbCg0z+ptZHYshf19gHFpnPwO7b\ndwooAF/VYIPVTwbMA6GfA0aWbmYX79NclxPXpr8kfoYpPmoogCqjx+xCgbdFqMYT3ABybTmYjj8X\nOsePEohhlPp7FPN+Nx36reCqJo3AHWu6FbHcGbBiljIrty5SfX4+fRRNU7lzP+a2qOnjBfo3ZMPH\nVAXsLXCokc2S0/WLQK/7QRV0a9CbYCRwv2wks2ftZVRjRUjHj0MDWqrlZrSJJWWo2Y0XHOiUgRdP\nXfYb6Hs7SVW6/ESzsIzT3xGF3YQsHjvw3379aYLmv/4rX/9nfuXr/67+/ztfPJE2LmUf2Q3X+Ez3\n4Ylt/P5HoDaoLEjHBUfaDYxRgcjD5HrJ6ksLsosyyo4b991YHbCSTNJpHfBVDJIfZjoDE8AiR6wh\nwvfokJkJvBQ8zSnx2m7IAF7DM0Oj92QALaOAAiKR7C6BUyEc2C3MqSib1Jyi8kVZZxXducWN20jB\nFC4p6DNmY8jahC00bhjAbKTZhAnD8kGnZgPzv6dh0T02ZwalEyyf7An+iTn4TFm1bNKUaU5weDWz\nV85BHxUKDwteG399Nejkrf+NDym/N0+W3tqqQ1kZDOx0hnvKyu/n28zvgHE5jUrpOxGAcUqjqwEV\nDmLg3dx8LTjBxSHtZsi0JzgJ0dT7LjaFVFJOs4a/77Fgq6rpoKCPyTUVQg9YQDaFW0v650gxC1zW\nbrdzLSxlsyR+Gw58fwQUfQLmGLWc+1CzPif1Jo3HrShBLUIjlexYU6IRs5oUcZkVzK+H3r8CMhLe\nzPKLzcgQvFXFhnAj0V2IblV4xDLnQO635yun16PcMiU782xzDvhBFIQ5lBvsCvh29C4s5wVXDKDw\ny68/a3n+536Z0VWGJGtT04afeowMuhx5KxjkQmGxcTDDwJIn3+WOFbLA2gGzi40XM5BulVgvdihJ\nFqd9f+zC77fhZQThL0ssl/zrbAguGjZFGt/ABblaWQGAtRvf0mB5A/YJqy88lBmQ1mNq2rRxKuA5\nCdWh7gUv2rp1OTOe1hwbZxmBJuyw2hCp9kwnECV7uUCsp7wkhWg8eRQ8XBmsDDPYlY2zYY5JceOB\nEtqBfPiLvGbRxTT+oDCmEpLtuR2ayBZhvJEapjbvMpAIS0dXEG2tjzA/CNw0JfjfdTbEbMgQTj2v\ndwfzCd6JPtc1RPn53MegQWNtb7AUzebmcmGbs3bVERIlrY9qS5/4jdZVhxXxzgY+Hfq362s5q3cZ\n3kf6TtPK9Oxa2P9xYIYCoTT9VYVPK058bB4QnqxahsYzgbsMnMv19vvCGmPe3HD0dklZSf3x3aid\ncG+kXdi9YLjoRHbuqSmReUp/zjofCIUjUkhx09fARi6LVIf7C5uLAeU8oK9+RBjHwJifCGb+HXvi\naWoVs9bNvXsl8ErDhwbPbUuQS5pw47yyeBM2/Pz1w2SU27YoQTwho5ujcz2wk0ToCgampdPWMjgL\n581kNcH50yyFCn7dJNKKGM2qheXk9mQm1aRBuJ/eL7OAHeQV6uQfqZvFhds+sZqmCDMDBQDaHOGG\njJvw8w6WUFEYu7vs4RqCcEAnsTuB7mQ8lTAWScUmy7Ukkd5VzhrUYGGHtftmiadMKjdg68WgXcPL\ng+gjMiVpCOT8fmMOv8/dz/tNHBr44auTjbAuyuMGAcvxhyRGStLzWMJBJ/4SzoknYOPB5iarHEOF\nydTRQEcJDvFz7xlKKCiYezZEbAc0hvfBUZctckz9PrjiyUY2MTwziiSs+HO0/jNwYsr3IogZqzu2\nfdX5BEJMJs7/viA/VDwc0Of389NcU5K/1cZn8x/qGNc6DzdRwZBIM2GBgjYAACGmA/H90oAzlp7O\nTLuoVuv2c7GDvZuqAfI5Q85MBYsF8os5+pr3LjH58Lx4yOpZeQHl4wKnLPq5V5zBvs/B4t6czqDF\na7UAK/o5VMLWeuTHgJRYzutTQ3EwY7jBt5pLlhy1AzUHdx0YxVUV7n5oiL/0+mFBkyNPA9GJ7Jv2\naeCNMKcEK4uOzF3kMZqULXw4m+WcBTivnJKyto0F4C72h0PkaImEkM6syZSltJs0q4YUfuI+N1iL\nthLhF25vvHpzbYXwKjm5RF7sCivYqCJi979Z8s/8nIChN0uV4orBMkdaH2YADZmN2Nqc+iYs0Apj\nTtZmuJ1Z94c22IxAMJvSSq4xaG6scqCcUlSjVr6H5qERHGdo2ZQ0REeI4Q62+Q4u6vryZFQmsJ0b\nbTLhGZyFjvO55nUw1/m6PoO7oZLzakq44OCAps2MaegahG33dxn0wAGOwiufANnQgXCwTUfv1rgR\ndnKnifY+SmPuSQkvQzc8DLkZ+KbsXtqciUb5cz0PWStRCCyNWqi3IM8yWg0hwwkgrawKSGF0vHNW\njhfEOTVDOjHDtM3GGiiLrANfFWyFqE8NFA7WzTiu7K2fII9Uv6D0eRK4LPGTUeu+ykBIAnArWDRu\n4/z1OvfYEDWCBjo/dRR/Lgk/AE2XoiDTYWlNmYxumCwRvCD9ynH1g22zl9T0WjWglwba+QbSkP6i\nzFN9hNsLhhcyC7HsOwnnz18/LGh+bJpZWFxszLCzgYoCro3KgsvpmSfoTTwmA+1Nl59Odra7lZkZ\nykONjOImt8JOg+OFsltT7tgQmjkvY6xt4iqeTVEPphZbCoSYBWYM8NUPyKGHyIzN4ba0UWmu3BM4\nAKAliQPL7tHOtoLeKhmPzKaHFm41T34DrAoI4KNZRiWa4yw4rAgNBW0juD5l+nAhSZ5uSUwder0f\nuQAAIABJREFU7Hn4k+W+v8xOd58z4/Ns5FL5SI26PdzAFs9VzyhqTCFwAuJ3Ch6lta6MugxyxXdN\nXZSRrz0UKMx9eSt1J9v5TvaIwQ7fCPR6/q4TjhirmAhv2R6xM3Fq+3kmLG1BmowlKh9l2dJDG/1/\nG8vjPtcyM6EgHJsqN0II0LCvwPEkFRbt1rjUhT50wm58aUrxlLqDn5bNc+FdSfDANE826XMM1nRd\n/obLmzF7LgjWaLluFToMHJMRHHLmLdoR14KrvwAsXEU7FjQtIZdgGa6Tja4Lvclw0R3HDUN4Aemw\nKmxZt4XUQQVmr0xaJZ3tkenqQBUSBY0dtgI6Lyz1K1oWfAZTyySRy7D27JVffv04l6OLs7pZCjRt\n4K6lkpAfPLsQi1lV9IUFRzopFKx9WO6x9JMbtze6mHaszRIkjB3tdnbJbG+ZJ7gyQnUi7cl2zAy2\n+q1D3ghrdlxV1rbqwdl4hLwcEUAlUGCHkn6g6yzNg7EZs4JrBQO7xhUb/MyMYUecjZEZVTEctYTR\n1EJSNys97LNa9CrmZHg7EB5F0DoBbFlyRrQ/RrHA6U9oPIfRgERWX93cIDwMfhaQnIuXk0T5+9uM\nzk+TUQkvfrq3rvuYh38J4PD3AFN6/shW+fv0GcGS3RxHX2+Gw8V1fz5/4e33AoQr7KEz8RcXr0nN\nrbmWgRD8XHdgXP4NTf8BL0IPvkH45eIzmu8LnpbT0AJEgVHg4UQcPbdWiW5Pi2I+Ew1PTM2t4R8y\nSB128XnuNHgxcPyF6fedZlR/n/+3s1m1/FFLwYCu4LW6ofvGZfS+5HWJW9u87nRl3y1fomZIqsgj\nbgi8GR+3KTN1OfNzSueNZ7xIJw13mj/AZpYOb6BgnMMC9e2R6siPK8CwDzhaWvSrZsKxo/7c3fO/\nkBdBZXbfdr9olFDMNdYC1suxN8eTUiHBD5tj2eWGriTFyGla3FZo/wmB38C6UStOSVb1J/jIFwFf\nIy/uxqMI2MMSNtJ7rJs8RgcuD6ppkpkIQXvOS45w9G1nUdMiLRVUqDXwdHxBMkxtNBfJ23QihwHZ\nG7YKthduafRC+JxWBzMP54RGk5KiDOxECkmrcvQS+D/lltPgtbbzmpVJZhschbaNu52nMHEFwCZg\n80tDYB+btCfgPAFrpJqJQldimTwDxA3sJNk80cfV6HtsT5BA6/DRPBvPp3SnB+iG4+JzqeGzigiN\nySSk/oHm+Vjj5RQllGCEqoJHKMi+rc9zqBjgIMdziOMgofoypjyT9RIyoFMXDk5KJu6WBV/ocGUW\nx04wtfBDGZrsHchsvNawSyhbbDPs1riKk0k71tj9tRqpUL/g7ZAECEM0K3F2nfW9JREJ11of9sPQ\nj0yQRXnDizaEU7aXa4KBqh+OrKe3JUTOf2mtfvOE14WtwMt1IZ6tJ77k1fAS1a11f4ajmdbsYZrB\nstX1jMNwQGg8OBrLLrhUc5S/5jmgq1wzitg3CavjUs9xJP8/LM/dmQBVXzCTYYI64V3MnIYGwUKg\ngHXT4KA4Kz0t0EG7/9xsjJi9YOAw2AzKqKwulnReRwIeKGTSYs5twUWFCUv0DngEPs0QHSfrW9eF\n/XljGkyabK7sBCcQdS3NoEk0OK8o5K5uoonsbqymrydsE5ulUB1ujjVOO07TkGfWDCjDRJ5ubQO4\nzXDZhnfALKdJ+jQSwIVJp6FRjUASzoZh0Vp35GxnIuAbD7O/L4nf/5zX/Ndyuq7PULEINQaMpggD\n4jv67b2e8nqkk9OpNkZDYMr/9VJp+XD+qg1tgS//OnxWKLC5sl06qnM+esmglxkReakz5Ew8fxoL\ni/lQA9vAcAkmYNCbQC7l1vGvdDxDwKY5g3NfLznyjwHz0IpO93o9M48ucSsbul7/7Wcxr6kPOsSZ\nFOeR4pjCoeyIukXGAA2LcXw26wTcUgZrClC3N/sCRlOPLsOHO/bMDeoCG6YQqd9xo7Hc0BmouNnc\ntITbBXJYSVkLVXsmMKHFXyYso0N5BcK2huvJH3TW0dDPPLGxke4yxyHrprtRzpPOEJrfBXgF9iuQ\nfePVr3Fx/MXXDzQhZpn9dRHzuLuwrfAtANRGZyCWAeXoKNz4gvWNCy+ggdsDFoZA4b4bFkul4sKX\nk6+2bsBBrC78T7A3y9G1CFRf64W2xE9NQPylSXhrFXKXfBmlQa9G7lKWRm6eO/CZm2VRTeOEOFTv\n1CZb2FacPxJFLDM4o8Y36EyTgEeRcN/AXUkKFgBYiYsnbNOYDSzzY1IRNWUHu5rAyEkHbCc26EFt\n7kO/UVJpQJXjMseNLywPksqFjTEF/B7nA54A2QBgyRlJDmAEC+UqoSnpK6ORROd0fbnxaaFnGIl5\ndyGbPNxYgCcwxO73bAx6DrRJY+XBwWUcXvftzbUeUIaRLOGepg7UjHB2x09VJp6oskDSt9QgVPZf\nY+DsLlkmjVyyC5c1y30EqvbBYQGc4I9mJl3qWodMMQb2oNkZGQT5dmhaGzI3aPT8ZEQnm3TX9YK4\nfQkeUXbP6owqn92NtlvcRUNlHBogQDy2rDndVYHS0MgY2h2rq73Jyt+sgRj0rLl7Wo5etrBXwnAp\nHQ4kEpcI7a1qz09t0Lh6EaQQJrzMgLrJrjFh7+1MeMI4cdMMuRw76VXEeV+3EKsL2HNgF65qpBux\n1k3Wx9+NPHr9X3r9uKBpCxGFb3njyxrpF35DrSK6HbEMX7IJ6wSu66K0ScRYJD9gguVm1mYXHQHv\nxqsSMaW0G9AvfFkDv2fYBQ6EbwDluAB00mXbbGGLnnAxKUGD5dJnXPhmwCpKNq2pcI0oIJzmv9pI\ny6db51gN3PfWeA8R2s1g8WBnu4zONHBa9p+y2A6WiPlDGyia3Lc2Q+x8sFLQ/i5Ot9beMD1SO6KD\nJ7hTWECyNonHlk+Wwd8pA+aYkm1K5Z+9DLAOnuhGrwCWrdzcywByLAPDtZw5Rq3yjlW4IYqY5p5M\nHgDgGp/MjBhGyV64nM0X84kPlVmDzk0ASDQsnBQh58ye6fS32ZFcns+oDzi84VhUok2Y8mYmRdmv\nPivtrQAfizQSwQNA9UabCOogzl7BDDfihdUc/0DAXmOFww6GWWpQebA51m3oJSrTPc928f18Ouw6\ncKX86m6sxSCV7BRhjJgJl21KFjF4JROcMybEAGDDPUTr09wjZ2ZNjqP04AO3NEAvWQBYGgnC0SNu\n40b/BGqzhhWwzZF5S4nWqlAA74D7hd2UbobKeyqbdUh04AKktGrOzwLO7826D1ZPDBo0C2rHt/09\n5/fnrx8WNG8AaJppeCQxCVvgYHlaoP3dSvwGgW9Ok9LsF2wteF+o+yaO54E7m7xHqCsXstty0Y9y\nIb1xRWDnjashrEo7FkCsAnrjxiLGIpwjkxZVlxs+RHUi5EbCLcvPC7kbOxqXLXi+lQsAzGc428a2\nNf5K/DelNjL712ano5PVZG+TltHdp+zRC7vI+6cBxHdFeHzXzTz0GnWCc3PrlyheLR2+j4WZgrZL\n+RIx3XZmVVTBQOUxS35X4L1tq0EmpVZqrg8ShPxrii8Gnt2AL2RTo7KamC8MiCxsE9UKN9DMyKob\ntpoN3OxzmuwujRUR/smYyzjGmytm6XzGkfI9pPr319Nxf5RSZHOooYBLunVeA6dDalizMnRkYzuh\nA1LfGrWLgRXkziI30uZKm8bbxUC1W45d3UgrfRYACpzQhACAuDjasYu8Z9rQOUg6k96tiN2M7h94\n1lOFXOaZBquXENoHBkPha5PTufXeACsY0s0Cu+nZ4C2fAzdYAmV8ljDR/46qqeBgad7SnJsXPirQ\nETRIsYQnw2AG4YM4Z3tjK2M3qYuqN+G/y+WxaYD6GdnsFUSw3fO+TsjXpGXyr71+WNC0Av6ON6Je\nyP7ENytQepbqIBf+Hv+NVEIXZrxD3l/MZgakN552ZhqFYQW7qazYWlimk/OrC79nAWvDZ/Ohmko1\nmgwH98JNXueNhl8XvAYb2jzpx/hBzQlSm8SPNGKNn/aMcAjhcm6aKChZWL8FNc4pZ0fV9o1ug0Wi\niz6E3JOO20A8DMqAQQyUwUTNKSM9xFR72xAZyzFdbg9qZrYTm7uUTW1lo+KUazFJsVHMWGyO9RqK\ny8Kh6kCNqxRVZjr3sIebDWXK4D+Zgs0cJh6jxqKXaAiL3Mq6rJgZdarrejDDxlrk7bWRkzhYMPFx\nBUVTpxSD2ZF5MZnle2mKHkx4IJLUQamsXpUF5rmugtU63eCSmxKTLinM2lCLsMKx+uMb6L3sSEsB\n4DKcQ3HknS2owjJPVQJAHe1+W1vEMfXrmRGKcRIuP9rmIfKOk/pcjzIxOkMB8ECs1N/JThmYYaAp\ns8emrn2YIHRDCi+UycrODB9zrmD4sNoPGvBWmVJyLkBzpVKuRPaWDLrUR+WFW0GZPgWkVLGxH+Q+\nO7DsAud6AuhgjwAN7xvmr5Hs/+LrhwXNz124nDzBK43jJ1zAfH7jGM9KYmMAIhZ5VJJOxd2AF7xe\n6HaslXLppqSuqnFbwVocyTa8AOIoe+MVKhfcsATe+ynJ2VQqlJpSvOaZUribnU/Yw8cDyCejOqnx\nKmZpG4WfAHy4/Bl7qDJvm9OpBLKms3wHx3A4PrBAAnpDHeJWSdnyiuwny8lTujtMzkVmpD9RAULM\nzI1z1UutVEnp+fLJMlpkfH7ORCNC0lY4g2f3MRse+7gD4nvqoHgjmNf7tgBxRBg9EM2UQYlaZOTc\nAUMnIhvg3YTjPdgMvjmaf0Gr53vx9nP+/CeA53m4PueRWRZxL1f5yOuZ4PkmDwRkW1qnYWUYzuAb\nRFCAhx1FmfejgDpemXOdurrR96S6zOcezwyituf99R5TRo8tGnQvvIu0IJ5ayjvHg3Mdgv80X2cd\ncXGMOpycUvdG2UZ3kFM6vq0yD1nnGfGXs6/EVtfyhFfREKcdbS2oRE0kd9hOVAV6LZqSi/vnqht6\n42DsNmupHOm3MtniJNArkL3lJWJQOMVWgvUpTuwLJlz643Cbf+31w4Lm9RJPb3iWLRJISxKYQPvG\nsovZYwc+msofnffY5nyIPs45IRoCDq0HnrBdeHniNkf3eEeSIKzmITgbncT5CgbKJaJsY4jyjcsb\nWRuNiyYYoPsLkHjJG5GSsT6lUQy+1hxZrAYuA4UBoUYHOo6jt/c+Zgbkg5M+c/GsPFnBO+8ypXI5\nC90eOk+VCMnDrFJWEz2YqQB1rRdV5dCbM1QMlCHbMiqDkk0wA8y2MinXoaJJgf0olL4ntLNplQAz\nzppiyUDO5MPhHFVMOY6iC6cxMoFJ2RTwZI1QmJ5m1s+yydkd77QuANi63pcxeLZ+fn5sDj1OfWJQ\nSAw3kwExwp7PjI32i28vmSbK0X1TYdbv92aCM0EMTPbI1XX2EHthZEt0xwmmVfQ9WMqUWaTbKTm9\nH6kqD6QF9zz37z3TDgukRAmcyX5zvxRNkilVLNQmpJTOivCqARpuBmOZaFQoE3/zKPVyfBi4lnS4\ntLFZ1fnAJhyvfLNKEETSTcCsdLhcOnQrFvdylbweGrAEkgR9uiJBkzLJ1nF3lBdnpO9fTzV/nfb+\nF/yqKtluPT58JS1ruAT9eMGjYR7cDBrGFdHUdltS8mTNEroasdhQ2C1v9tl0HWh35CZplrMhG30B\nLj/O6ATsE4nNKZUARm63hB11Ol4IfAC4kDz9Gs84Cw27guixCyxrHYY92JdQtbueh9PHcYcUiRNs\nQxlOv+GgeIIQs6g8mcZTKpo2lJ+f8tNFBVrZsvdiyd6y11MWOzZ6eHu/J0DvY3Lc072Ggpg9GcBQ\nX9+fOX/qCUIsd9lYczNAhHhCgfXMWncaQKzkok19rEeKTkXNSF+JP6oiAO/FZFXQE3iydAbklMFo\nFKGOVU2uq14n2LfsyZod9tKfPIjWcX6aa+AoEMr/Cg3UBHpBTm+Bir+HI0gMfH59ynqur/SUYuv9\n7mraqSoZtJF1MVi2smuOnHuzSbQC8IXB1udZExCQ0xeAKsPdF/sKUj5lm3BXQ8QXAnmMbNCSQJvW\niEsNBnb206D7T5WdVZ5n312AqEBmhluzfDLHhf4ZTTJJKNOmDQcP9biFeVZTd56AJ416JDQCjAdL\ntTjUmwG8S1Zxv/L6oeR2Q+PjvvAZBSvHJZ0px2CYuI3FEwMB8wXrRO7G5S9EfaEr+XWQYkMvTm5c\n3xpdoC712kWVQQEfRr5gAtT7mtCi/EBozOj493U3OhyZMjlozuiO4OnIk3Ay56HZNLoD5SbSLJUH\ntNhigHeDNOwy6DgGrBeGirPalMn22SP9lrERX4xDP0oHvQ7f/DFtSjU82anNe4KkfXLwmPnx+6Cp\nGDYpDYz1KqrHCzFVBj+enK1yLNoAI/G8DIe6U/Vc07yIOT7BbP4pmoT87Y2ugL11cdfwPBUkCQXo\neY6De6dUJrrXwtzSaNtmPY0A4a0uYrpKcjPNoXE6Wc21wtiRhYL1SG3dOJtpmaNNAbEosBi1kekk\naQgPxMbMMHpeG+a0RyskDZ8t2T5rqeCQ53vnGgKmqY+qAKJx55Tvc59ICmplmW5Po3HLpcj7Swdb\nAhbELlcD+ydE9xPI2xjEuUr07PhcEhdQbD05oAYmeQHrOygisVNy3majqboRTqZC6awI7SFWHKyK\n7gCuAr5l6r1n0Q7VjsODzXhoufDjBBkjwfyFmKtTAdjb8BUQy/SXXz+O3B6J6AtYhmXEHTYCbY5t\nzLIWDI6FndMBfIaQ1b7hr4VqBlYuVGIi5IgV0oOd1LH0cgbjanpUWnF86nZagS13LOONm+4tJx0a\nTRzAr3+6YTVJzebQUDhShs6IWXt0MhbE6uAPjmVmahA992RO+Pm7pbTk5riLC4K958JgkdB7hDDB\nhaJBMoAockUTrRLwLTstSOGRcksSBmtqXElggHcMEo32C1kpSs67KmgOjhJv8iGdD+72BOWh1Tyv\n7sFsiWEeuSNURjHfOe/FP/l+Vf1bQfj792UWnmAm6aXuuqmB0lO+z+EyZs/6uRx7t4QXbWCY+HEt\nnUpp1qGev+ZJwmSOciACACg6sk/GNZt8LodjTNW9tkTLhnj+v8QQ2FNSC8+3Irbesen8E8GJjZIW\ns/x+6GncF6z6WKaKiYHxSjA4HL7JMa4GEHLQj9GlA59ofLPgfuQuo6tY45jKBIpddBAiGMpZqbHK\nw4PJ1OOVCUJuYYfy1rKAoxdCogLMII17LFUpACDv1Ix+FWbYqYMezMC3GRwXxw5HsiFp/pZ0/Pbr\nhwXNZUzZP3fSsgucZx5Gc1NrQ8XWh+ambm3+qBu3LUq/zKkiQgNdLEGdJfJu8vEaxMAShU+noudq\nkI/YC4Djww22memZvBkX9WDIi0YDV0FO4sDpGm5iKbDCBnmTxDO1ILsPwZ5ZND/7MQIB1STHWKud\n8jwA2xtXv90vuUlas1zFcvxUhUDgoxuBG1XgKBHbx/iWfVZe0yxWZmwiDaPgxuwjVDr2W+MITglh\nhJFvauJFvuGpEKWF5RF3cg4XE2AGUDraz3HCl4EEY5NDN63vBtmTl6XK//k0LkJ0AWcQ3sFelXW3\nSdnTdM0KI3Y+UliikNIO9bmYg/dmt3xUda1tksLmCatKYVUl4BiCRAW7t0wvcahKOpDgeQylGUvH\nrFruVkjyjrsx+G7rXgGEn4CBTTBgpIyeqXPPLFTwkA28sQPmefBDASWMDzQGHgcb9yGPA4WCxYgd\nuBYL3LuHIYLnoADywFJUG4GO9m6IfmwE0wpZVEc1WoWN9PN4y+6Pl2lgFz+PqRya2UpftbGSlKmc\nRqaanaHD3IKBfQ1tzQocgUM2Brg6jnnML8auX/2Xv+DXSMbMDXeT48Wmh5ax3NlJZQGAxgpHZOFe\nyXzLQ/6KwElmlgs7NyyDRoNy4SZoh6+3g3kcGzUvg4cCsSezwmzZtAmWN6eTt8qEE1ggXMWFZCr7\nlFL7gNtLZLCjbjH+bfTaUzaryidhukAY3+Qryp3DMmMnPmAo593sEh/SCRm8l3wuTHSCmE0MyqUN\n+YaTYpyrH/kkX3b8IU+MeYcKjoHCk1kagKXgkcqQ3+Wf4X4yQA7XIG7lEKDPnuoJ8E+G1Ce4WUzX\nwb/7zAzuOBhqtyFsvWWHT2Y7n4VZIkvccfthg0UbetzUJzOFCTaQzt2JSZZNM25uVL7hkgNPsMjO\nwPm3UdKM1+lQxI4SCqpeTiL0MBQm250SeezS+F3jbcp3MGVsQPEwN5N/QXFPGTFLJgRqzlnDO6i8\nssGJQVjD6Dl6xj2bnfV+WyMSWK52zdtso9XcvENH4/LhvwfiYLfzbEbjDwXe1B5aoHR3skgal0yF\nyc9cRTtGWgZybV5a31MDFAyoYQz88usHYprBQe4imFsz2xy8sIuGVuUtH0jiW7c7qj6wfKONZXYm\nu8owZgLLSR8ISbUcBHvH/XxWHqvUhlvKcchAukRofgxX5naNR2AyI8miAr02RUnfG5oKONSYNHa/\nrZ5VwcD0zBK39qPKOYy7cqA3MVQF0mrAvQne11IpaLC9gZAxRrNUHer1+bjGzc9Kh5ljQeW/Nkp3\nazibyS4ODKjaBEMFwsxobzFFW96jdVh2fMZQhtjOa7ZDSEKDz8rAD6anTeyrWu/BjJl2YqV1LAwZ\nJNlD2mS8xyfd+7s1k6nsua9z/3WoleYXjUEFL9wm0ipbAUvkAnB0JvhuI69q1JgAd6qxx2APM7Qr\nu5aJSCtjCxG/gaeZxGmhbHJM1TO4bcsLwRtw52TKRBFqmsNIjSD2u4vu8zYqIvKamSAXxuFeMRww\n2TMixPLgUywj/ewG8WHvRxm21LFObSp3VnnEYBOrHWZb+w0wd362LjgClwEzgRLg2q2qM47DTU1E\nZ08gIdObHghoAzo4ykFoyeiu9AV6cUZx39ad7DMoBqSZ9jV16gV24P3n1ohvrx8WNAHgM+XurRMg\npCiB01sttaC3c9TrZ7M89V5YtWCWHJaEpoEr6IIeDawwLvRkabPUtWO5xql0G8VZyOKC8plv7CAB\nfkqC621I1zRrOF5A6hibf5+OLICYLO2G9yV6xSLE0KQjZbH5tDyxfNy4RcHy4kEAeRECymBnKzBV\njG7KJcG9fpRCZspWBUMAzAhOaAmahAiBmhehezr4DKmdJ3EoYD5ddHZ+GfisoaBqb/ZrwDDrmLAM\n9MFQboB03KOVlzJFZ5u37sGbeQTfV/lf+LnfJys8+CKzfmZu/Lywm1lThgKL+KHm4s8+mWqh0eRT\nE27A4hhdNUAOTq5KY6aTtly3SkGea4MPz6aqmGfFaMDvz0A7JwpYFtINEVPcDs+RlUsF0FsDAZ1V\nTIrDuebzj59qs8lCY4tidWOFrWf7icK3U7rL7eiNiwoY0nSNd8IvhysxsGRi0ZgZUICDxsQm3mY0\nobHB2Ye0H3rvAiEvj4Vb84bOqBVnfyD1fKrY0Sf9lOOZWbmrARaTaZPz7G14YSE1rhqt2rV4sATT\naVQmYgEbG7sDF3P5X41bPzRovobGg0JU45vxgX1WwxaHaJLqwA/xKo5I8ADunVgrcKnpu9vYTYMB\nm5jFFy4GRnfKt3bhGjdvncw029B0kjDANjtqSjqmEZSau7JWYCmDmc3rPRiKw+KGIdhosgRHbG2a\nIzfFbAbQUQds4BBfJAEftQF3uGmRFakWazwepwZ0YoatrNaLZYm3o5xjQVrcxnBHZQqPomJpstdh\nmphJFtqtBtyTefWoO97A+8GphtIFPCXjBD4Dkc60wpKG6QRLPnpKKM0wmB3sgRVoH+fn6CjNODdj\nttXV4CyX6ZRPsJ4i9rk23u8g18+Jbc61u65pNzM2MyOOq81bBlLKCnTJB8nQ7y9CHeSlZhUDuhof\nbeOUNTzap2pJxkGU3Yd0T/4rZ3XzOSwAxCtpn8rGBiAKmUH4HmGvmWUEgBmv7kahyIp1R+7CguM3\n5xDT0yqyUIhcsCG0RNqPMNQW6uo4Db9CwPsm1AQGtG7D7fmGqUPa/g3HQi7Q76FBnJHHzDEUZwVe\nOmoaMEJVUJbcSLQkxmvYDpgEo9HT80jDdckd0x3eCUyQVfWU0r+/4Ijdh073a68fNyOoC5eHxPuA\nIbHTgAj8SW+8nO7nFxJXQoR00onKPlEeSBQ+kpt6O7vk0XHMAtIBhCuAOTwan+0Ib1w1M2egsgXI\nvDG8TNmkYmce6/sPBHqzNVcwdi5dZdBWB3ctlk4tK/9awBDRq6g+QgNOj8UPLdouZaFGj5hQcnhb\ng04XCZxg3E9wa/JNafvogBeiN3FdGQWTujE2ZXgjgz+BkO+nTm1pI6qxQEnRcA6BofLk1MSuIGCc\n0TKVsBk7owMNHCoQmE2gnsZZQB6XYiGQmjQ4pqGCtCqSyWn5N9k9JzTy2oUlYOCT+awzSz1TBanr\nM2rzkApzRKAnsAEQNsk1cFmDpjKPxR7vnw6vpvEFamhXQLsyXkGvMZmv8Ntt/NxDom+XocdhWiTM\nhrsJmRc/z++Mc2hi9kNfm8w5FURnUJ2V4SX4gc9pMmyHu5omaHWSjZLDbtRZKwMdiEbUX6cE5jNn\ns+835yAT9cgXzBb2TW29NUcAbxs3ApkpCzaB7PZyJZbcl5qpJWE0HcwljMxNnfVm8lRdyCjc2iuE\nKUzNZK4dNOlNhiIlEKRizVDAX3r9OEWQuaYvQgawDJJrAd/acScfHl2yhwnGU/r/6QvLGr9nHIDE\nkaXcrGbktfVi2ZeE+7gAmq7jA9p7yoDCNzO2Asw3DC+kAtQau7BTHjqBZGzAvuC5WDLIhv+nimMB\n94HFjnBTKbx8CM8MNpeaUjaenWby2ZTSIrXoTGlZE+COxsGb2rWRGgA0/1nZCpLUHeKlBpTMjifY\nGRDIA+g/zQyVgxPZ1CkmLnbBjSqUaG7yzAKMRs20XSbWmMqeV7HZM/OYrmlceAnuWFKCPVnmRN6R\n4kXhZCAwQznxXhQzkSpXEN1qiNnpRg9+uYR7G6CNR6SzKkRU50Z6hx9G112iSEXawSntLba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vucUnqk6b/FNghGwGUUqz+14aLwCSfAvBQ5t8wpbdawpdtI29eyDlPAsHbUIqp/q26jb5OFVDZE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"text": [ "" ] } ], "prompt_number": 12 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Real-time video in OpenCV" ] }, { "cell_type": "code", "collapsed": false, "input": [ "cap = cv2.VideoCapture(0)\n", "\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", "\n", " cv2.imshow('frame',frame)\n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()" ], "language": "python", "metadata": {}, "outputs": [] }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Real-time processing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Because we have the image as a numpy array, we can apply any type of image processing to it." ] }, { "cell_type": "code", "collapsed": false, "input": [ "import numpy as np\n", "import cv2\n", "\n", "cap = cv2.VideoCapture(0)\n", "\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", "\n", " # Our operations on the frame come here\n", " gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n", "\n", " # Display the resulting frame\n", " cv2.imshow('frame',gray)\n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "cv2.destroyAllWindows()" ], "language": "python", "metadata": {}, "outputs": [ { "ename": "KeyboardInterrupt", "evalue": "", "output_type": "pyerr", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0;32mwhile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7\u001b[0m \u001b[0;31m# Capture frame-by-frame\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 8\u001b[0;31m \u001b[0mret\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframe\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0;31m# Our operations on the frame come here\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mKeyboardInterrupt\u001b[0m: " ] } ], "prompt_number": 13 }, { "cell_type": "code", "collapsed": false, "input": [ "cap.release()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 15 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Edge Detection" ] }, { "cell_type": "code", "collapsed": false, "input": [ "cap = cv2.VideoCapture(0)\n", " \n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", " frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n", " edges = cv2.Canny(frame, 40, 120, apertureSize = 3)\n", " cv2.imshow('frame', edges)\n", " \n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 16 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Face detection" ] }, { "cell_type": "code", "collapsed": false, "input": [ "def detect(img):\n", " cascade = cv2.CascadeClassifier(\"/usr/share/opencv/haarcascades/haarcascade_frontalface_alt.xml\")\n", " rects = cascade.detectMultiScale(img)\n", "\n", " if len(rects) == 0:\n", " return []\n", " rects[:, 2:] += rects[:, :2]\n", " return rects\n" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 17 }, { "cell_type": "code", "collapsed": false, "input": [ "cap = cv2.VideoCapture(0)\n", "\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", "\n", " rects = detect(frame)\n", " for x1, y1, x2, y2 in rects:\n", " cv2.rectangle(frame, (x1, y1), (x2, y2), (127, 255, 0), 2)\n", "\n", " cv2.imshow('frame',frame)\n", " \n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 18 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Filtering across frames" ] }, { "cell_type": "code", "collapsed": false, "input": [ "cap = cv2.VideoCapture(0)\n", "\n", "ret, prevframe = cap.read()\n", "\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", "\n", " difference = frame - prevframe\n", "\n", " cv2.imshow('frame',difference)\n", " \n", " prevframe = frame\n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 20 }, { "cell_type": "code", "collapsed": false, "input": [ "cap = cv2.VideoCapture(0)\n", "\n", "ret, prevframe = cap.read()\n", "prevframe = cv2.cvtColor(prevframe, cv2.COLOR_BGR2GRAY)\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", "\n", " frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n", " difference = frame - prevframe\n", "\n", " cv2.imshow('frame',difference)\n", " \n", " prevframe = frame\n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "cap = cv2.VideoCapture(0)\n", "\n", "sigma = 10\n", "\n", "ret, prevframe = cap.read()\n", "prevframe = cv2.cvtColor(prevframe, cv2.COLOR_BGR2GRAY)\n", "prevframe = cv2.GaussianBlur( difference, (0,0), 30 )\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", "\n", " frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n", " frame = cv2.GaussianBlur( frame, (0,0), 30 )\n", " difference = frame - prevframe\n", " \n", " difference = cv2.GaussianBlur(difference, (0,0), 30 )\n", "\n", " cv2.imshow('frame',difference)\n", " \n", " prevframe = frame\n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 21 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Thresholding" ] }, { "cell_type": "code", "collapsed": false, "input": [ "cap = cv2.VideoCapture(0)\n", "\n", "sigma = 40\n", "\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", "\n", " frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n", " ret,frame = cv2.threshold(frame,100,255,cv2.THRESH_BINARY)\n", "\n", " cv2.imshow('frame',frame)\n", " \n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"\n" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 23 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Motion Blur" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from scipy.ndimage import gaussian_filter\n", "\n", "cap = cv2.VideoCapture(0)\n", "\n", "sigma = 40\n", "\n", "ret, prevframe = cap.read()\n", "#prevframe = cv2.cvtColor(prevframe, cv2.COLOR_BGR2GRAY)\n", "prevframe = gaussian_filter(prevframe, sigma)\n", "prevframe2 = gaussian_filter(prevframe, sigma)\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", "\n", " #sumframe = frame\n", " sumframe = frame/3 + prevframe/3 + prevframe2/3\n", " prevframe2 = prevframe\n", " prevframe = frame\n", "\n", " cv2.imshow('frame',sumframe)\n", " \n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 24 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can make both FIR filters and IIR time filters!" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from scipy.ndimage import gaussian_filter\n", "\n", "cap = cv2.VideoCapture(0)\n", "\n", "sigma = 40\n", "\n", "ret, prevframe = cap.read()\n", "prevframe = gaussian_filter(prevframe, sigma)\n", "while(True):\n", " ret, frame = cap.read()\n", "\n", " sumframe = frame/4 + prevframe/2\n", " prevframe = sumframe\n", "\n", " cv2.imshow('Window',sumframe)\n", " \n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 4 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Background masking" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from scipy.ndimage import gaussian_filter\n", "\n", "cap = cv2.VideoCapture(0)\n", "bgs = cv2.BackgroundSubtractorMOG(24*60, 1, 0.7, 0.01)\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", "\n", " frame = bgs.apply(frame)\n", "\n", " cv2.imshow('Window',frame)\n", " \n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "cap = cv2.VideoCapture(0)\n", "bgs = cv2.BackgroundSubtractorMOG(24*60, 5, 0.1)\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", " frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n", "\n", " bgmask = bgs.apply(frame)\n", "\n", " cv2.imshow('frame', frame*(bgmask/255))\n", " \n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 7 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Motion detection" ] }, { "cell_type": "code", "collapsed": false, "input": [ "#Motion Tracking uses code from http://derek.simkowiak.net/motion-tracking-with-python/\n", "\n", "from scipy.ndimage import gaussian_filter\n", "\n", "cap = cv2.VideoCapture(0)\n", "ret, color_image = cap.read()\n", "\n", "accum = np.float32(color_image)\n", "\n", "while(True):\n", " # Capture frame-by-frame\n", " ret, color_image = cap.read()\n", " color_image = cv2.GaussianBlur( color_image, (0,0), 19 )\n", " cv2.accumulateWeighted( color_image, accum, 0.320)\n", " difference = cv2.absdiff( color_image, accum.astype(uint8))\n", "\n", " cv2.imshow('frame', difference)\n", " \n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 8 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Blob tracking" ] }, { "cell_type": "code", "collapsed": false, "input": [ "# blob tracking\n", "\n", "cap = cv2.VideoCapture(0)\n", "ret, frame = cap.read()\n", "frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n", "\n", "accum = np.float32(frame)\n", "\n", "params = cv2.SimpleBlobDetector_Params()\n", "params.minDistBetweenBlobs = 50.0\n", "params.filterByInertia = False\n", "params.filterByConvexity = False\n", "params.filterByColor = False\n", "params.filterByCircularity = False\n", "params.filterByArea = True\n", "params.minArea = 20.0\n", "params.maxArea = 500.0\n", "params.minThreshold = 40\n", "blobdetect = cv2.SimpleBlobDetector(params)\n", " \n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", " frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n", " color_image = cv2.GaussianBlur( frame, (0,0), 19 )\n", " cv2.accumulateWeighted( frame, accum, 0.320)\n", " difference = cv2.absdiff( frame, accum.astype(uint8))\n", "\n", " keypoints = blobdetect.detect(difference)\n", "\n", " for kp in keypoints:\n", " cv2.circle(difference, (int(kp.pt[0]),int(kp.pt[1])), int(kp.size), (255, 0,0), -1)\n", "\n", " cv2.imshow('frame', difference)\n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "done!\n" ] } ], "prompt_number": 9 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Hough transform" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "http://opencv-python-tutroals.readthedocs.org/en/latest/py_tutorials/py_imgproc/py_houghlines/py_houghlines.html" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from scipy.ndimage import gaussian_filter\n", "\n", "cap = cv2.VideoCapture(0)\n", "\n", "ret, frame = cap.read()\n", "\n", "cap.release()\n", "\n", "frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n", "\n", "edges = cv2.Canny(frame,50,150,apertureSize = 3)\n", "\n", "lines = cv2.HoughLines(edges,1,np.pi/180, 200)\n", "\n", "for rho,theta in lines[0]:\n", " a = np.cos(theta)\n", " b = np.sin(theta)\n", " x0 = a*rho\n", " y0 = b*rho\n", " x1 = int(x0 + 1000*(-b))\n", " y1 = int(y0 + 1000*(a))\n", " x2 = int(x0 - 1000*(-b))\n", " y2 = int(y0 - 1000*(a))\n", "\n", " cv2.line(frame,(x1,y1),(x2,y2),(0,0,0),2)\n", "\n", "imshow(frame, cmap=cm.gray)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 11, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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ERqMRLXZ1Oot7LkdHR9HtdmPrEU5G2Ce+7MOfjddx8h49l7R6nrzP4mkuVBrd\nIsGBOjiop/VwjwxV2RHBjwzUQxJOiHp+3q/MQ41emRiL1u+Kxg+CcaxeT4ipqjfudhc3NNMjsn7f\n8O/MQIE2FD67HOhU/MNVyi51DA5kmnNKaoPFnYbmq4Gll3Boe1q3zlE2m8Xvfvc7fPe738W2bdtw\n1lln4Qtf+AL27t0braLq+BW0tE0NL5W58ZjPq4K+OkiVWSinrHNCmT/55JPRc+STk5Mxo+Zv3wan\n9SQ5ca0jnV58peHQ0BDWrFmDWq2G3//+9yiXy9Ejg+yPEgdGdSoPzpHKRx21XquOh8DoqTSOS2Wk\n9dEGZmZm8MQTT2BgYACTk5MoFouoVqsR4XKH7vlr4obu1vEx+UuDDms3iWee3hJtbqfH8ZdBAHFv\nxd+aR9Fzep8aNuvR/J5uy1GPpit7HoJQEfRlANqG3qcGqgbkbJf3qQF67kjzS7qP0nNkXqd60lCO\niX2nTH2zso5N61X5ah0e5nr6Q/9XhdWi7EfHF3rqSOc2k8ngO9/5Dj796U9j7969+NjHPoaXvvSl\n0VuVOHaVqacddCzOeFQXfAcAw0FllXq/PtfOwtXxQqGAycnJKJRURqyMjmCjdYeiAcrEQ3n2mykn\nvn4um81iZGQkZgfOwHS+nClrXyhTZ2x+rUZBmirTSFJZOF+BNzk5GVuDoHz0BTzalq8huIPWUNz1\nieeX3T5NvoQ4JFxOcK1WQyaz9J7LQqEQvQRYPanm33QfH5WZE+MhhSoCFU1fBkLB+qb2aBDdcC5G\nz+m1HoYnsSo6Es/VAr0Jc96vRqGKoH3Q8EhBWsMrAD1OyMNBNS4PibwoCOhYkowvxMaVobpDULl2\nu11cd911uOqqq1Cv17Fq1Sp84AMfwDnnnBNbQVZ5eNoAQEyGPgaeD+XkdMwe6vLvubk57N27F0ND\nQ5iYmAgCkbLfUB+S+qXzGHLm7AP1b3Z2FgsLCygUChgbG+uZGx+HAiLHxOJRhM6NM08gvrfa2+Ge\ny2azGW1Q1z7pIq+CtTsztUfP1au9JjnTZZnT1E4C6FmZpoC4OKQr5xSKsjcqEBWeWxOcZSk7JUgC\n8bBIFU+Ziiol2yMTUqX27TVJdN8NQ/vmTFUNUFmtb43x8OJwbJrXhViis2kWd1ouK70nBEoKCNpP\nBwXtv8rRjS+UGvjKV76CnTt34ktf+hJOPvlk/P3f/z2e85znRIssGlKzT86CQw6Rv0Pjdx3TOQOA\n/fv3Y2G7IwkFAAAgAElEQVRhAZOTk9Fb6VWfKPsQ6LGPauQK4p5PVj3QMXq9rVYLBw4cQLvdxsDA\nQPSqNCUYSSWU9mK7oXOhqEb1t9PpRAtXQ0NDUY46pAM6Z0nkg781inWmqkTGd10su9XzLVu2xCYw\n9HSOrg7zt7I/FQiA2IS419U6NfRTrxR1TpSP/fPwk+1pHpTXOruikTJpHWITeq0qnhqnTrYbk3t6\nHtNtUHQ4IWbE43rMvbFey+NqrA4c6sRYkhi7g6g7VO+ng6fKSed9z549uOKKK/Cv//qvOPXUU3Hl\nlVdG+UPql4b/CtzqaIA4m/ItNC479omP5+3btw/dbhdHHXVU9P2qJEfqc8h+OXBzvA6G/K3y17ee\n83597yy38OTzefT398deAuLj0v9DcxFylGpf3I+p91cqFezbtw+lUil6E1G3u5Sa8e1JJDzFYjG4\nq0HlpnrlUYQSDJIy4siyC8+5eg4sCVknWZVEDVO9BYXJEtreA/QyPQ/tNC9CoXe7S08whPKX/B1i\nTxyTH+NxZQZ+Tg1A22IbvlrOCXYH4SWpP5SH5qV85wCLh1PeP+2Xgjvb4Lyo7AHEdh0oIDhAe/8c\nIELy4v179+7FW9/6Vvz2t7/FmjVr8LWvfQ2jo6PRTglnSe5I9LzPjTpkOin2b2FhATt37sTY2Bgm\nJiZ6dDEJcNSpq0x5j0Yyfq/OV0heGrG4nCqVCg4cOBA9UeROj/eF9I31cLWacnWHrfPcarWwf//+\n6FMeXBimTfpccDufbmtSmei8+Lg5RicYvuLP65ZleE5hKlgqawHiBqjC1pCYhcanDJXFDd5Zi94b\ndVKuV2GrUbOvqhi8Th/P8gnla+PUKThbVe+oiuB9djB1Vh0q2icdk+aF9JymTvwcS5Iz0PZU7p7W\nUMDQ+5wtHM45cOxqALyHfTzxxBOja3/2s59FiyEatvvqdygsTnJuAKKwd35+HlNTUxgcHIyxcO+X\nAjbb83eJun6o3LWPHpmp3fC8g7/OJVesO51O9Po53+UA9H6Li8eUOHCMtA+SEL5c+cknn8TU1BQG\nBgZiC5w6Dg/Dvd+81iNVfXm4zp/KhWDLMTEd2Gw2MTY2Biwn0Ny0aVMkHM/bufdQwXHQGop7ctrB\nSw3JwZntsR+a/6QiqQGGjEZzgAr4mnP18CIUIqsBKRip41Cn4qDgLIXy0OLOxBmoGlcIHEIsKHSd\njkvbdRAM9cXnUYHEFV+dgwO2161G3ul0cO655+Kxxx4DAHzrW9/Chg0bopeDuEEq49HISPtHHWq3\n23jiiSeQTqcxOTmJvr6+yDm6bmqfdI49IkkCTNU79tWZlM8X54r1alRGOwEWX9578OBBDAwMRE/d\nqKy1P5r7dYft+sE3EaVSKRx99NFR35OeZ9cIJUkGqh/sg0cntH8F81D0k0othv7j4+PAcgLNzZs3\nxxTTFSfk1fm/5iWUreqqr+fEKBAVHhDfisHr/D2OaoQUsoYDmk5gSB/K9bFwiwUVTT2kAoFu4VBl\nUqVVMFDjcXD1ehxcVP7ehodiITBRwKccfQ617qR5dgakjscXJ0IOQPuq1yRFHu12G2984xvx85//\nHABw1VVX4cUvfnEEdO48noqx1Go1PPnkkygWi5iYmOjZLuV64XXHjEQcobbtDkLHq3JmHaGVbZ0z\nvdb/brcXN5W3220UCoXoW+rcJqV1hRyw9rHVakV1DQ4ORo/Bhpgp61WZhN65qXLiecpHHasybnXY\nrvNKkJYlaHIQusyvHt0XPjzMVaAEeplISJHc67rB+iqvThCfKnBg4I96MjVQByDe649q6mRqntVD\nnxCAuPcNsVktnmJgXb7YoUqrTFDnwPuv/dKi9SsI+DWhUC90XoHbf+vY1ZhDTIxj/ehHP4obb7wR\n4+Pj+PCHP4yXvOQlyOVysc/Dsg9ueO12G9PT05idncXU1FT0IuWkfrmT0brcgTk4OFD63KusdK49\nQgkxQWdo7FelUkGlUkGr1YpWtklalBkrkWGdrVYrejFwqVTC4OBgLI8MoOeekH1qXwHEQmoudukr\n5FSWmv9U5h7K91I+yy6nqUxTFSCTWXzag4+hKZC68usLaRW0lKVRYTXPqHlEZ3Xejhu2e6gQ6/EJ\nd0ahx3yLCVmoJ9+B8OcTtE7to7bj16kBO0CFQIo/SW9SdxDw9lVuKk+XhcrS5RzqnwO+bj/zHKoD\nR5JhNptNfOYzn8EXv/hFnHjiiXj3u9+Ns846C4VCIfYyZG230+lg9+7dAICpqSkUCoUgwOp9IRYU\nkgOw9EFBjtnnBljaW6tjcwfnwByaA16rIEaZEvzK5TL6+vowMDAQe8+CMm/2o1wuY3Z2FqlUChMT\nEz3P1ft8qqPWuXOAd93y6M3lqaQrlUrFojvtO0s6nV5+oHnXXXdFQAXE84/uSX1jKhB+lRjv87yL\nClyBVfMvDjw0cF2dZjvenvaf5zxsjQ3eGJ2yVWXeLB6eaz16jX9VUZ2G5/RYnNl43sdDab0nJHtX\nVmdYPgbvgxu1g3CIUWn9eq8asfbTjZC6xrrb7Tb27duHf/zHf8S//Mu/4JRTTsHo6Cg+97nPIZ/P\nxz5mVqvVsH37dkxMTGBqagrdbvwNVSp/lhDDUx30fK1vtXGW6feH5Eg56RqBn3e5u7NX1jY9PY1O\np4NSqRQtFKl+tFotzM7Oolar9WxQ93nTtBrb4nnqvr6sW1mjOknVP0/PhdJ1QPy9uB65LjvQ3Lp1\nazBkCW1r0c2pulDEXCawJGAKn4J1T8O9krpHzcHP2Y8DJhDPz/kLQhRkHFxYFNh1UcsXizysjwnR\n+uigpgagRQ2LsuNYWG+I2YQ8v6ZMkvqpeaIkB6B9CgGgF1V2vddBypmZA5WOWR0p6z548CDe+ta3\n4u677wYAPO95z8O1116LXC6H+fl5PP744zjxxBMxPDwcGaU7dO+H5yhDwO399TllPaHtMioLdV6e\n2/bFJV5HJubgrtuX2u3FlyVXKhVks1n09fVFrLNSqWBmZgYDAwOxN867c6buaIiv/QDib8VSMNRP\nsqg+OgBTDrqgpnbqbJ7kDFiGn/Ddtm1bjwfV/BhfwsGH7NUrAUsGrhOrwlEWy/qZ9+Ak6FtWdHKU\nqvtCUQjUlVGoYmibnmdjXTrhvtijuSUdx1MZl9bjQM0SYj/6v7IV/q9K5wAaYlQ6Pzr+pIWgkFPS\n/ylnB2ofdygK0XvVWbv8/B7Vg2azGb1Z6a//+q/xnve8B9lsNvoODRch1Ch1/6+3SYepAO/AHnLg\n7gyTGG2Sw9ei6StfuNE+U75qk9w2Nz8/j3q9jmw2G70ohZ9m1tQagJ7Uk/7vjkUJRYgcaL9Zvy/0\n8jonZ41GI0qj6LYkxZhDnw3pwcgj9pYjYHGAGupQ8TgQskIgHvLyXmDpHX4EIH27kBZ9HIuArN6W\nSuV5HFV8Z2DOwlSZFbxD99DwkwBTgZ/jS1IuB3D1rn4tCxVEx+l/c15U4XQBSpmSy0D7pjKiASlg\nuny8HuYS2S8HTGcI7rh4XmVAGXv7uitBFyvS6TTy+Twef/xx3HTTTbjllltwxhln4Jvf/CYqlUoE\nqqpPrI8/OnZ1sjofLgu9XuWsMqKu6b5ELzq/qlOuG+6MqSMaOmuqLJ1Oo7+/H81mE+VyGe12O/oA\nXCgPrHOfSqV6Plvi9u2sMKRPKtt6vd7jMFVuHId+nyibzUYLfvl8Ppi7j8nysGefvtLdtm1bJARl\nkwCiHAYFzu8Uq5EpA1DKDyC2zcNzm77qTHCioPzpIAXCJC+sE+OLLNqObz9RRQ3lX51xOGtwkHWj\n0nt1HBqq+dhikxRgfu7x9TgZtfdTmQbnzMPnp2JX2g9nu3pviB1rH9SpaAkxOY0CWL/K/MYbb8Rn\nP/tZHDx4EJ///OdxzjnnREanYOF90T75xnQthwuxWbyPmvvTOqh/mtNUHVW5ahpAmaiH1M1mM9oI\nPzg4iEKhgEqlgmq1imKxiFKpFIFiaB5dr102ei1lpURA7ZZ91n6r4+H1QDw15vpCGaZSqeW35YhP\nBCnj4sTRmzFvoa/eAuKMpNFoRB5Lw1idKNZLpdG8jbI9BVT2wZlcKJTSaz0X4+EY/2Z/eK2HilRg\nfVJJjcYn3VmW1+fpAwUAXueg4srqucKQsqts9P/QcZUn+xZ6DZzKSI1dxxECpKQ2k0BT5eXAr4sE\nznSvuuoqXHnllQCA97znPbj00ksj5pLkRJ7KOWi/9H5nUaGUiqcngPgr3lxuLk+VgZ5XnWw2m9Gq\nOJklr6nX61hYWECj0cDAwAAGBwdjOqq66zYHLJGe0DtelV17qJ+UJqLtaRuhhWDFjHa7vfxAc9Om\nTVHYot8CIkh2OosvKFYQoQdl0tbzRQQsXVQh4OjGWN6vQK2T4yuRCsb6OxqMgCzPO8Pxb5W4kvKY\nnmdY5GG5HvN+qYI76AHJe/MUmHlePa/mp3RsDpz+v45NjdyPe71aV4hFqwNRBuJsyetPAiaVg84b\nHWFobujw+fvLX/4yPvKRjwAAXve61+EDH/hA9NlhNcyQrFzX1DkpG3K2m8TCVcbusHWMzmZDwKJg\nyzC82WxG7FJTI2yj3W5H3yhKpZa2G2n/FQx1jyUJhUdQmqJRoNc5BBBFpioDJxYqm263G6UJSdA6\nnQ4mJiaA/yJofgnAnwHYC+C0Q8fGAPxPAGsBPArgIgAzh869H8CbALQBvAPALYE6u1u2bOn5docK\nwV9KTOVnmBAK0dxg3KOq0PSFAjymCWcWGoQKne3pdQrYOrF+rXpwDXWA+FuaFNzZbigdwL5rf/WY\nOhP11CH2o8WZBo95+MaigOsG5PMTKh5maj28l/VprtH7weuTmGdSmwqEIaeov3UMdOZ0iu12Gz/9\n6U/xhje8AQDwghe8ANdee230YhB1yBo2ag7Pn2hTXdEN3T7XLCQJ2ldn0Do2Z/setnI3SqvVwtzc\nXASW7Itv23EdmZubw/z8fPQcOxm4yt+Jj86J247qsc6bOjKSAB2z1q1kym2ScklaCPpDQPMFABYA\n3Igl0PwfAPYf+v1eAKMA3gfgWQBuAvB/AjgGwI8BnAjA3xrR3bp1azRwbiFQduTC061AAKK3WesC\nD70UwTj0OVpVSBW6g517dvfK9Lrsd0yoqfjnckOPZfqKfcjQPYejv/keUB2ne2LtiwOnA1LIqJIY\nmBoU2/SxOhuOJr7bu/jiTFPbB+IroqEctUcK2hZ/K1ix36zTmagzdZZQ/kv/Vlm1221s374dL3rR\niwAAZ555Jm688cYo56nyVjmHgND7rf8n5SGT+qty9nQP7cwXQ/mp3L6+vihPqX3XefAIgOdbrRYW\nFhbQbi8+QqkvAfG0j8rG9x677TpB0rCbkam+Fi+bXfwEsO5cUWzh73a7/UcxTQBYB+DfsASaDwI4\nB8AeAEcBuA3AM7HIMjsAPn3ouh8A+AiATVZfd/PmzTFA8A9/aZ6Rg9EJ9ZBDhc5wmOdUKbX+pPco\nEoRChuxKq0X7p23znNenxuZ/6zHfluHn9TgQB1sFDjc0ZTp6v7MzZ8YOJs6YnWEngY87Jg27knJT\nzjR8fpMWuOhcdH8f+65Gz2OhEooYQhuo3cE0m02sW7cOAHDRRRfh4x//ePQmeWf/qteUFbC0QOnj\nowxcn/W3OmeVtaeoHPA6ncXHJxuNBkZHR2NpBmV9ujCkgK3tNBoN5PP56BMWmUwGY2NjMT3kmBzI\n1VHqS8M9n696EmLPCvKhlEsmk4nWSIDkZ8//q1uOVmERMHHo96pDf68GsFOu24lFxtlTlOH4pKvw\n1bj4Bhl+ZMrZGhDfcsN7NSwCehcCXAn1+XK9Rr25h6gMYYD4yh3bY7/1OjdA1uNgS6+oiq8eVX9o\nZDzH+py5u6z0HpeLGprPG4sn2tl2SHYcs17roTF3VPCc3kvmEtp6dDiG5u9Y1bHp/yoz/qhxhhwR\n507nnuez2Sx27NiB73znO/jJT36Ck046CevWrcODDz4YM2r2k/rCaApAtP1OdVjHofL3cbNvCiYk\nFjqvlF+73UalUsH+/fuRSqUwOjoajGJ0m5WmEpypKviVSiVMTU0hk8lg//790fPsqiuUOcdNe2c9\nurVL7UDninUqg+52u9HnctSxsQ51eB49ajn8hqQ/rHQP/RzufE+57rrrACxO3umnn47TTz8dwOIg\nyAZCTJID5m/dl+b5Hp009VbOiNgujynj1GuZnFbmxTr06SOvx5+uUMXWD0qFWIqGkGq0zq69TRYN\nx5OAK2TkmsZQA3SHo4akjsnZF4vmJnVcmiJwh+l91LnWMel5BQOVl7YfCgk1RHWmqqzPmZSzcAeu\ndruNM888E/fddx9arRYuueQSnH/++QCAm266Cc9//vNj80ZnyftD0QXnKLQCreNR4NCQXTfj83o+\nW14oFLBq1apY/aGcs+qDOjg9Rp3SsY2MjKDRaESPWg4MDMTmlXrFb5TzPmBpS5A7CQVAtq99d912\nnfn5z3+OO+64I4ogksofE56/CMCTAI4G8FMshufvO3T+ikO/fwDg/wGw2errbt26NabYnrdyRY51\n2oxNPaXn50LCUfpPhkva76Co9/r5EECGgNPBjnV6SOqA58CigKCg6s/GqyJpyiCUL1PPyjbcuHgv\nwzDvjxeVnY7Dr/Fj7I/LQOXldegYXDbehoafvFbHGZKvgxXHpk4oKWrxtvVvGuaHPvQh3HDDDVi7\ndi0+8YlP4Oyzz+55AoZ9coDQvpBJ6hh0nnye+Zs2V6/XMTc3h3Q6jaGhoShH7jL0qChpTnxevN+q\nb7OzsyiXy9HeTv2sd4g5Kzhr2krZrtsNwV9Jltoq669Wq2g0Gvr0139beP6vAN5w6O83APiuHP9r\nAHkAxwM4AcCWnrvRG3Yz5NLPvQJLIECq7SzN2RmBQrdBuGA0BFYQUI+oTIn3hp4WYh1aOJm+iONG\n6YbFuvWcA7Eqv4bL2ra2yd+hPJ2DjYY52h8dkzMvDxNZl9ej8+B90znzunQrkYaGChhJsvRzoflw\nBu5buVQ32EdlMw64Oib92/uSSi1GVFdccQX+4z/+Ay9+8YvxN3/zN/iLv/gL/PrXv+4BbHeuHB/Q\n+211zpM7OAVK9rndbmNubi562fDY2Fhsg76nh9Tp+Fg5Hwp4qkM+9/x7dHQUk5OTSKVSmJubw9zc\nXPRkj7YVYpauK9qmOzCNCtyu6vU6ZmdnMTMzg3Q6zXxmsPwhTPNmLC76TGAxf/kPAP4XgG8AOA69\nW44+gMUtRy0A7wTww0Cd3bvuugvA0sqWMhkWrk6z6OTTG+uCjxuFThaPM2FN6u/XulGFQEgZil6n\nyXDNE/pnHXQSFfT9zdUeTqqBugGG0gahMDNUQszMFdKZlt/Pc0n1+/+qsGrgKnvKQOslW0yaA71f\nz6mcGDWoA0gqznBYnPm5HHwMfpx90S10TzzxBD760Y/ie9/7HjZu3Igbb7wxevekp0RCfSaT8gjJ\n+03SUC6XUalUog+pqaNXnXK5eSrF9zFzrC5DjtUJgPazVqthbm4u9hIQff2clqT9ykomPMXB82yv\n2WxiYWEBrVYLhUIBg4OD0evrluULOxQgfJJYPCR0JSZLJf0OMTP10p6sd4BRACTQaS5UFUTv43n9\nqiYQ37fpoKkAx+KfG3XDZNta1BAdgFx5CcJuyF6PshgHTL/e7+W1IXYaAp9Q0l2vB3rf1eiAGHIK\nbN+NPJTOUT10uWg4q2GlgzH1xB/vU1nq+B38WOfu3bvxV3/1V/jd736H448/Hrfcckv0hJFHNZ7v\nC+mKyqjb7aJSqWB+fj4CBubjFZi1z+6IPQ+q4K8hv44r5NxDzo3Xl8tlzM3NIZ/PR/tCVf6pVCqG\nDW7XLJp+0Xlrt9uYn59HrVZDqVSKXrpCdg0sw7ccbd68mOZUQ9ZX1TPHSMFQETudpX2YvNc3gZPd\n6YKQAxWL3uOJbV/00P91C4gy3hAL0BAT6N0uxX440IccAO9RRfB9awr4bN+9r4OptuEy87DOwSRp\nG0yIHbizcWPVeU3Kiypz0RfPans6BvYxVKeyJwVvXhfa/uPXhBim5tJC4ale57k4Anm73cYxxxwT\n3bN9+/YoOtIUljqTkPwUKA4cOIBWq4Xx8fGIXepagjNayiUJlHlM+0F7CEUQOjfuUNTBZTIZ1Go1\nVCoV1Go1FItF9Pf3R08JOpvWvynf0IJPq9WKtlFx36k7O+LHsvuEL19C7AClCsjfyuaA+NfwkvKW\nPE/A0olSr6vK6gqjIOGM1dmWMlVlVwrgIUajE60yCLGRwwGDX8vzPhY+ox+SF69TNqx1K0vQ+tXh\n8LjKNAQeIbbMMSqTAHpZlLIZ7aO244CRxEAUwEKRT2hRzIvLiX/rgo+mjpxBqyzZD22v3W7jT//0\nT/Hoo48CAG699VZs2LAhAhBn0Zwf1cmFhQUsLCxEz4KHdJjtuv6681Q99Hy61qfzqqG0yl0dm6bf\n1B51b+fAwED0NJKz1JDus3+dTgfz8/NoNptRGM6+qG5qvcvuJcQKmkkGDCx9QxmI74PTazhIDRF0\nI3Mo8Xs4pWDd3i/3xKHi++UIms5kk4zYmZAWKp6HmHqtMtqk3JayEpW3OgBlMe5gHJj8Oh9bqIQA\nPzT/7ii0H1qX3xfqX2i1V+Wh9+n8ey5Oz3uf1VG4QwwxXbapaRxnq2Ru7XYbl1xyCW699VYAi1uV\nzj777EgnPI3Q6XTQaDRQLpeRy+Wip3mUXYZYowNwKMR1nWLkpdEHc/au7zp3Gq1Rhi47YHF9g/nH\nTCaDYrGIYrEYnGvVQ36io16vo1gsolAoRB+FUyxQPWLbSZ/w/a+unv/RxVkXBcvfRHwaMRBP5upk\nOqMBEMvT8FoNj7VtVQgFUO8vi4e3PK/siEUfs0xiWpq8Z10KgvzxzdkMubROVTRVClVEz8s6A/J9\nlSpHrdfBTEFc6wwBn6cfeMzZA/sQYjGqDzx3uBylz5tfp+PTuaLTdmaqjCwkH593B0Xep/lPXufg\nnsksvvXrpptuwu7du3HppZfi4osvxnHHHYcvfelLPW03m03s378/eoP68PBwlBfkuEPOm3WEnIS+\nnlHHxb9VLlxrUGegMmShnXLeKHt/wCCdTqNYLGJoaAjdbhcHDx7E/Px8bAuR6/L8/Dymp6fR7S4+\nR14qlWJvNnNWzvvcrrwcMaa5ZcuWHkX20ICr3FzVU8MHllbX1XMCyW/UYRs85rkVZ7BJeUXf76V1\nq0Jq8VCfAKug6saoE6qG7KGue3/tT4jxaR4yxAydbYT6EwqrvI5QP7yfei7UVwdR/zs0zlBE4Nc7\nCOu8hEJm1wOVPa9xBu7Xew7XHUCIeavc2Y4C5LXXXot/+Id/AAC86U1vwsc+9jHMzs5ifn4eExMT\nUc7OmbOP3wFHbYD9U4eqKRIdP+vSttRZcPwELnU4quM+xy7rRqMR7SstFovRFik+STU7O4v+/v6I\nXboeaN2M4HwBNYlpHtHVc3ZQ3zitX4lTRuLhh3tCnyTeqyxVGZ1T8lAuzCdVQULzrJxwf5qBx5X9\n6vGQgfB/BV9lLGp0OsE8rvtcQ2NluOT5L15L2auT0jFpe3pfCPB4LdvSBZcQWw+FvTpGB0I3cpUV\nnY9eqyxCXxKsbEa3AOmeXdVJ1Sm2HXKK7lT44yvgLgfVB51TZXjsO8P2W2+9FZdccgmAxTcrffnL\nX0Z/f380l57S8Tb1dWpsw2Wn86B1qDNw4CMx4COhZNaa79W55N9eh+qkgjI/LUwWXK/Xkc/nMTAw\nEOmT2h3nTcenC1D6/7J7n+Zdd90VAY2+xorC53vtVMlZ1DPoA/xqcKFtH5xQVTh9O7x+4U4Vnsfc\nCClcP6eKA4Q3TFNJuD/MmaOzEgcDf8onic05I2Bd6iw01+fMUxmHgoT2XxP8+ltza95X/k9Zeb3U\nBQ9nlamEVrZVXs6AHdD4XRutk/foyrzqoYOQGr+DTig6UvB3BqYkottdesGIh4oKvOqEu90uHnzw\nQbzwhS9EOp3Geeedh2uvvTYKyz395KzdnbDPiRIWdWA6j6qDnBONphSglNgooPtc8rFJtqOPHnc6\nHezbtw+VSgXp9OKm9ENbhaK+c11EZa/9cBujzP+YV8M9HSX67jkngQpHITYajdizsUB8clTYOoEK\nLpqcdhbIv5VheQjBetTbsS5OHutxtszCCXaGo6Cnyub94pic8en5JIP08M7DRQdXHgvtBfQtUiEm\npP33KEAXlzgmfSZfQVKZeIhdKqs+XCrGgZdz02g0Ypu0VQfy+XyM2YXCRJUpgOgel6WyMfZDWZY6\nBGWj/JvRlG6xc6fAvz2s3bNnD0499VQAwOWXX473vOc90RYjdSgKvh7t8FquOLfb7RiAK+P0yM51\nTF/C40xT+6ARkM6LYgT7UC6XsbCwEK2GNxoNVKvVaLsQ+0dSpOskLnePIrrdP+59mk9HiTa3Uzld\nkBwc2Z97BApWN4Lr45FK57UdVUTW6yGqKq2u7HmhUQKLSqZvZ2c/NKxSIwoxDg8vPTzXYwq6DoYc\nrwOGGn+oTyGWpqusIYV2MHQWqe2qrJT9OnNzReY9CmBq5Ezp+LtNQ8zb51L7r215OOuOS/cAu0PW\nsbrcgaUHHvQLBDpmnXN+8VH3Emo7quOcF5XBLbfcgssvvxzT09P4/Oc/jwsuuCBadeY8qX1Q/qFI\nRL/k6oXRj36eRWXioB9yRFpCc8X6a7UaqtUqhoeHo4hTbWlmZgatVgulUinanuRO3qML7SuxYdlt\nbt+yZfGRdCo6N5tycGRoytQ0TKCRsOjmWM19KBAo89QQj+d8k69OGuvRL2SqV6XyeUhIYHfgABAL\n/7QNH6sWBw897gzNGZ86I1ca7a+OwcHCx6HKzuMO4qxf911quKbhJe93Nq1FnUkorHM2pf1in0Nt\nOQPxUDEkS44biEcYnDuXmc6NglCI8etx1SUFyFD0oP0l0Fx77bX47Gc/i9nZWdx444140YteFOU8\nVb73ZcMAACAASURBVOdCDkLH4VuEaDMMaT2CUHvU4jruzE91iuOdnZ1FpVJBsVjE4OBgTAZaF+s4\nePAgMplMtGquzFiJRyiiAbD8FoJ+9atfxZgl/yYF1y9UqjfUzwoo/XY2EVI6VVgqvYbOOgHOQJVl\nqfJq33gtw/TQUxQhpfB+6zFlLgoQwJLCsk+6uBECPfaf/UhiXw543n/tu4O6Mwo1hhCIKGBSZnpc\n69G+qUz0f73Wx6kG7GGlj0/vUdbFPqiMWKeytZDDddAO9dudmkcKCuR+3EGIbFbl9PGPfxyf+9zn\nor/f8pa3xNgabcPB2p1eSEf0Wu+j6ow7nxB7ZR2tViu2KZ17TUPOXNtjf8lK+/r60NfXByD++jkF\nTgI/x7csN7cz0e3hti7QAL0bt6lQIQNSY1SDD4WZbrghIFGvrozRVzR5PORVdQyhPJ4zUzXoEKPj\nmLVd1scSCnedSWk9rEuvCxkHizuMJCVWJ+OycDbDNhz43QEqa3NwDY2JcvZcto5BGadeHwJ7l7u3\n6XIIOSUfu791XWXmzpLHtD2VlT7kofWpI7jmmmvw4Q9/GADw5je/GR//+MdjC1muJ+pAPCUALBEE\nzXnqOLloq04ilJpgu41GAwsLC6jX69Gz4Trv7KM/eKAy5bF2ux1tcB8YGECxWIw5Hx2XErJll9Nk\neO6MQQejTNC9tzM0Xq8Kp7kjNzTWoYCioTzPO2gksbxUKtXzVAcnQPd1KhgpiGu7HAvbdCVIYhVa\ndPVX62Mf/LfXzxJK7nv/nCXrcV6bBDZJfdOw3cHbQcLZu7NFdzwOCJ6OUOM5nLySnHVIz3x83p/Q\nPa6XDqTeF49+NP3iDJZ7oG+55Ra87nWvAwCce+65uPnmm2MRl2+tC41Djzkz1vnTMYUID4Doa5ft\ndjt63jzkBPn34ebW8aBWq2F+fh7p9OI7Q5P2r/L+ZQmaOjmaLAaWGJ6Cpi/6AEsJaAdXNQL9LgwF\nQiAlJXdj95AtKcd2OCYRAhuWEOPzR9s42dq2jkv7E2I+HAfHwBLK2bIO3uv5PL2Pf7P4IoLWwTpD\nTo9Fw7Qkxuiy87BZ55fHdBw6Ng3BFKz0f+qVng8teoWAWReHqMP8mBewlH9XvQ2xU2WgPt/aFwVt\nTWEpGHmuUees2Wzi4YcfxoUXXoi9e/di/fr1uPPOO5FOxz8RogtS3lcHLS8O9no91zT4ud9isRj7\n9LHPH+fX86YqBycC/J+PY5bLZQwMDETrKOqsWfeyA81NmzbFcoXAkqJrHobKpwlofQEG71Ow8z12\nDkz8O+pMdyl0ZtHVUaB3ldgZKo1AlVEVTle7D8eEkpiTKsbhQDyUZ9XjusNAgdMXhEI5P5WBg7iC\nXgi89VqXv86zy8VXN/W3z4+Dn14TYmk8poYZMnrObafTib0kQ52jpmucYen2ppBzC4W7mmv31Ibr\nh8pQ22ZxUsDrnUV2Oh1Uq1Uce+yxUd/27NkTW53mccpQ965SRj4XLJ7q6HYX32c5NzeHbreLwcHB\n2FvbfY613ypLxQElWxyX94N9nZ2dRbu9+HVM//oBAExOTgIBjDxiz55zEnQ1WkFDwYXXO50GlgxM\njVY9uK4Y61YDrxtY2qsJLD0TGwqH+L8CcmjDr15Hr+lhg4cqnucMKag7ArajxhIC3tD/qnBetA96\nLGS0usVEf6tya2ShLFuN3etNYsN+XeheBzcHDmeKzpg0NaJRibehIbDmRENRkc8bsLQPUdvmff42\nH9cr/jizdQBWnVeHqn3N5XIYGBjA9PQ0du3ahbVr12Jqagrj4+N46KGHYgubaqscA/vh86yOgffX\n6/Xo+fHx8XFMTEygUCjEmJ4CpjJB5upV1/RHx+n3s6+5XC56Hn92dhazs7Oo1+uxepLKEQVNp/8h\nxqWCoGKpQigb4jH1sr5Pkr89b6lMFYh/DTGTycS+UKmLVCydTicG0ARp9YoAepiuj5l1OVvS36oM\nbFNZuhcdl7N7nndQ89CGx0Kgz8JrnFVRxl6nz6H+rfOiShxiqiEFd3DzOaUTduan8nK9VJZE+aku\nEOic6amOupy1bdUp3Q7HOvibc6x9VFk4ePs1LnMlB5RLsVjE3XffjZ07d+JFL3oRnvvc52J4eBi3\n3357zJ58ftgvtkF94Qs8+A11vqZufHw8pn8q59D4tG135q67eq+nk0iQisUiRkdHkclkMDc3h0ql\nEtQdLUcMNBUQ3Cj0x41SJ5j3OxDwW0Mhb+/3a1904pztav7EAQfofamGMyJOpoK4hx2h+igDZdkK\ntBrq8LqQsav8QorO+nQMIbYYGhuVNJQOceClbH3MOrduDF4cZNVI1Dlov5Q1ev81ZaGyZj3+N529\ng26o/16HylUBjnuO3Sn4ViDWl8/nY1uFdKwcE0vS+JS1+RxxfP39/fjmN7+JHTt24PWvfz0uuOAC\nPO95z8Odd94ZEQU609DYlUBwn2WpVMLExES0yT5kjypzjxg4xqQUnEY9zj61UHaZTAaDg4OYmJhA\ntVqNWGdSOWKgSc+jSp1Op2PhuucQqfT+rDoQD3105RxALHxJpVLRB+EdABVknEkpQzkcM3aW7IyR\n9+q3jXjO+6HKTgXlPc5UnMEpIPh1SQzPgVvv175pW0npBmcyer8buBYFQXWcXpf3g7+1LU2t6F5g\nnzvPcep1IQekOsNj3q8QU1eZJjEh1R0edx3x9Ig6QnWevF/BzBkhgVeLyjabzSKfz2N4eBhXXXUV\n7r//fpxxxhl41atehT//8z/Hgw8+GJQVUw6NRgMHDx7EwsICSqUSRkZGYo9Mcyw+1xyTpiF03Bql\nUt6+cKd18X7W6XLltWNjY+jv78fc3BySyhEDTWBp1RTo3a4QYplJ+cVUaun1+lqvetdQG1RCV0q9\nJ8R0eF7b4HEHPL9fmYrnpfS8Kr6OmX1S0Fej0fFp7opKEmIWauie71VZKHCroinLVqP0urTvbhCh\n9kJy136HjC0ExNQdfWuRM2qVu7MlbZvMJHROZeDs0utQ+agMQjoeIgY+bh2bM6wk9seS5Lw8xM9k\nMjj66KPxuc99Dtu2bUOpVMLZZ5+NV73qVT1zWa1WMTMzg0ajgeHhYYyMjET7I33edF75qkfPkfv8\nhmTpuueLi8qwlX1ybATz/v5+LgIFyxHNaYaYBBD35uoZ+D+wtElcn/cGEJtggogrpzMZX4lnUSDh\nb2cyGlbpGGikCi6e89QtVBw36/L8pRqr1uVtJwGRhjEKuuqNfXuHysj7piCuQMprFIh1bKw31Abv\nUUah5/V+XVX2c7zew2zKUeWi8vNxuB5QDrpg6E7ZAUoXeXSc3me2G3I+KhP9Ud3kCzE0Gkly2uxX\naG78upBdZDIZrF+/Hl/72tdwzz33YOfOnRgfH8fGjRsxPz8ffYdoZGQk+jyFEhl3OqrXmqvX9nW7\nlgOo5pUpb96bRHBc9ioHTXGFyhHbcrR169bYBLryUchUfg5anyCiIhFAeZ0CjrIdD7UUaPQ5dvYp\naZ+l9pVgxH147K+25R+oVwX0/YluyM7K1FjYvj7zm8S2QmNg+6zHz6lResjH61SWOg41cq2LwOOr\npFoHj/FlFdovZxNJrNnnSQGWMtQ8sfbFfztw6xYjnQMFPR2T/q1M1OWtRs7fuk/TmZbrsdbFfirA\n6Dz6Yoc7Qq3PIzsW2iT1b2pqKrpu7969MbbrOqJRi47VSZT+Tx3X4jIDFr9hrg5TMUIdkj4vT3un\nzqXTyZvbjxjTVPZFoAEQUXNut1DQIxPyvWUh0OGbnNVDhUCQwqaH0v6ElMhzIbzXAVMn0/tDRWQ4\nosdDRq+rpZTDU41f+8lr1ZnovSHm43k+Pa51uwfnNUyXeP807FO2rAyC8uE7EClr1Rv9W9vWMftc\nqoHzerbhzEJZOP/nmPQ1cMry9J2Nej9l5rnSUG7U5yfEGFW3vB4FQ/28NXWb49C6tO3QyrE7DD3O\nCCiTyWDfvn3RVqX169djYmICP/rRj2Iy1/77tqd2ux09qeT2o79DEZLqhy/S6ab+kB0ok1eHmVSO\neHjOokxKgcwniwyE1+Zyuejt1c7u3MBDoQHr5H00Ck60G08SuPB/3Rbl+VoPLdxTa3/UOL1/ynxU\ncdkHl28o1HK2w/N+D4+n0+meHQk87gYcMkRXQt1MTwahLJWOUw1H9YRz44xC59ploDrGY2zX5Q/E\n2SkdnAImj9NAGa14XpE/uhip7agz5Lw42PO4Ohxnn1qn6osDoTNbHauP2fXDdVhBM5vNor+/H9u2\nbcODDz6Iv/3bv8Wb3vQmTExM4Cc/+UlPv1RWrpOum2yHuMDi4TiLLrSqY/Y5Y92awtM5CZUjyjT5\nCnxVQDcQXuvGSiofovgheu95MgdTtucCdMXxUECFqx5P6/DcJdsLbdHQ8zSypFynXqv3OtA7gDwV\nsDgQkmFR3s7AnCU6MCk4JvUzBKoeUuvfytgVVEJJfmW7OuYQeGhfnPFpCK4MUkM8d/aqL4czRBbt\nl84D/+c1ut3Ix+BkQcFVd5W4Lqi8XYfUfkJ2oaCXy+VQKBTw4Q9/GNu3b8eb3/xmXHTRRRgbG8MX\nv/jF2HsYKDe1F8qW5IX9449/vsIJDR2cppM6nU70tJHOmc5Rt9tFrVbDzMwMKpVK8hw95Sw+PaW7\nefPmxQ4EFIRMEeh9vZoqvSp1Pp+PhZss+vU532geYmDOOkLG5YCpLMDfJu5eLsQAQ/1QJQkZoPZH\nz2m/1VurgtFAfJwck6cYHOy0/lAftU41RtbjqQQfmxto0lwo+LlBK1Bo33QetN+aN05iWSEWx+s0\nl659CDk6b9vl6WPVzzuEdMb7qu0wzaX3aps+p+y3snIH8iTmqrJyYlKr1XDdddfhIx/5CADgsssu\nwyc/+clYHa5rPjeaK1aZhmzAc/VKRFgXC8G5Xq8jnU5Hb7hfdu/T1LcchZibbxymwJzNEGA1zNLz\nmtDXehxk2BcqhYMC71cGFFKoENCoASWBVUih1QOqrHQvofbBWRf7qH0LORYWvZ91KKMNGagWdxYE\nKZ3LEAiGQJfjUXkpm9F5VN3QelVmeowA5ykN1QFnWSojb0Pl5GN0eWhRIuDvePS+qS6E5tjbdOei\nY1RHps7UbcbbVRmF2vVcrl5DEGs0Gvj3f/93XHrppQCA8847D1//+tcjGXjeV/vkzDLJVt0B8xrq\nk0ZG9XodrVYL/f39sYXUXC6HwcFBYLmBpk6OG7kKhoPV4w6Ooe09ypp0pUwZnxutG4yCq+dZgKVH\nstg3AqM+BudM9nAr82wzBAQhVhfy0OyXK7uDv4N80puiVOZJLFD7HjJq1u/j8+KhvMrSGaXWpfqh\nOkOAcAfsOxx8DN4nzuNT7ahwNuqLUUltHc55qq5rLpjj9XaTQE9lwI+N8T7VY9936/OpLwh3OQFL\nLM/nRSPDZrOJ+++/H+eeey4ymQwuvPBCXH/99VFb+lIe10XaM9sKOSZtj/JXoOSCU19fX7QY6yRq\n2b2EmEwzOiAMyhmeeisHHoYfqlwMk+v1epTb0PygCta3MGjo4YxFixomk9FqnPq3KiPb8L9VMZOY\nQ5LXd89LB+GJ7ZCis353JqFVVO+Hg7+nNjhm1q9hOvvlq7GhcTnouEyTohIFZmeFnvtW5qp9UACn\n7rlxaQSgOXbvA2Xo6Q8/B/S+mSgUgflvL7y23W6jUqlEeUK+4i2bzWJkZCQYcnOMoV0kh3OaLBoe\n61wqgNdqNTSbTezYsQPPf/7zAQAf/OAH8Xd/93eRTSuwqx75tqmQbrBwAa/RaKBSqSCXy0Ub7TnG\n0HeYlt0nfLds2RJTNFU8oHf/orODEKiqYRI0eCxkRAo2aghuoG6EbvzaNypY0qu9eF8oRAoZbExo\nASNTB6Oy1HF60txZm7JiBz6t31MbDszarxAj01Cf4ztcfk//93N6jzpOnRevR+XqYBPqQ+hcKBRX\n0Ak5V29fgRoIOw4FdI2KQn3VY6G+djod/OY3v4miMb5ftlAoYNWqVbE3tmu/Q1/lZL+V6f1niuoR\n9bLZbKLVauG73/0u3v/+90ffMXrFK14RexcudVntnHXqbz1OcG632xGrVMel0aDen8vllueH1ZK8\nmbJGIL59RifJgUoZCe/Tr+Pp6mahUIhNBn/8uXZlmqF0gv7vOUVVbFWUJAbrRqGKyuN+rffDGRr/\nD7UbCme8XvXuPkfeNwUz74P30ceu9epc6ItoQzLRHQihsarzSOoXS1IuUxm6s/XDAfDhWCDlQYeu\nb9nnOf4f0iXVs1CdCiTVahW//vWvMTQ0FNkC2z3qqKMwMDDQQ0JC7FML7clZtM+/FpW92q2CcaPR\nwJVXXolrrrkGCwsL+MY3voHR0VFs3LgxutfTXjov3W43YpX8vEZ/f39EdnSOQvOh85u0EHRE33JE\nAGs0Gmi329HbiZh75FuWgcUEcmhS/MNRvpgB9K4Ye35J92Q6C3Mvx9LpLG214XkAsdwq69Tzakja\nLuvUfnlYBISfbFF5Jhmrg4iCg48hpFD+OjJVWmXk7rF9a4cCk8qI9/r+Q5Uzz+vY9F5nZlr0Xm1b\ni4fhXkIRAY+HnIg7KpetLyi689e5ZP9DCx/OLrW9dDodvSdSQVD74SkrtuVF9Yv/q/xDuVa/X9v2\niCObzaJUKuF973sfHnroIbztbW/DRRddhPPOOw8veclLsG3btqi/rt9MPczPz2N+fh7d7uJLjQcH\nB2P7O1VePmeMWA633gAcQdBsNBrRz/T0NHbu3Il9+/ahXq/HlJpbAZij7HYXE7mVSiV6993CwgIa\njQZqtRrq9XokwHq9jmq1ikajgXq9joWFBTSbTTQajZ7Xx6nh6UQm5bAc2HwBQ43GFUtzsgqaGvqr\n4nq4xTpDLJPXeVit4/T6OD5PvLMfrDuJPagRqZFrn9wYVa4OYpw/vYe6oODqAOjHHNz9GO/xudWx\nuVzdKbkjVxmpY3MQduCnvrnjc2egbN4Xulivbuxut9uYm5vrkanqg46V+ucLSx5FaJ9Z1IYUQD39\noG2FGD83yX/qU5/Cjh07sGnTJhxzzDF42ctehte+9rV49NFHY3PJb/+Uy+UorO7r64vqJ7NWGau+\nAkuAqU9RJZUjFp7/6Ec/QrVaBYBoQykBjZR6ZGQEuVwOpVIJwOKklEqlCPAIkvv27UOj0YiSu0ND\nQxgYGIgEUqlUMDs7i0wmg2q1ijVr1qDdbmN4eDii7vxRg9BQR5lxKCzqduMb61UxNIcZYinKfkM5\nV153uPyugrYqBc8rcwN687gEb02OK2g81cJQ6ByLgnyInSY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3f7PziJT9689A+usr/+OD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\nO7wgIOfn553ty7TRcnWKws6aa+kHeuv3g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CU6nU5OJsZ1/H8aADoqt0X5HBwc/sAYIwKm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\n", "text": [ "" ] } ], "prompt_number": 11 }, { "cell_type": "code", "collapsed": false, "input": [ "cap = cv2.VideoCapture(0)\n", " \n", "while(True):\n", " # Capture frame-by-frame\n", " ret, frame = cap.read()\n", " frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n", "\n", " edges = cv2.Canny(frame,50,150,apertureSize = 3)\n", " \n", " lines = cv2.HoughLines(edges,1,np.pi/180,200)\n", "\n", " for rho,theta in lines[0]:\n", " a = np.cos(theta)\n", " b = np.sin(theta)\n", " x0 = a*rho\n", " y0 = b*rho\n", " x1 = int(x0 + 1000*(-b))\n", " y1 = int(y0 + 1000*(a))\n", " x2 = int(x0 - 1000*(-b))\n", " y2 = int(y0 - 1000*(a))\n", "\n", " cv2.line(edges,(x1,y1),(x2,y2),(0,0,255),2)\n", "\n", " cv2.imshow('frame', edges)\n", " \n", " if cv2.waitKey(1) & 0xFF == ord('q'):\n", " break\n", "\n", "# When everything done, release the capture\n", "cap.release()\n", "#cv2.destroyAllWindows()\n", "print \"done!\"\n" ], "language": "python", "metadata": {}, "outputs": [ { "ename": "error", "evalue": "/build/buildd/opencv-2.4.9+dfsg/modules/imgproc/src/color.cpp:3737: error: (-215) scn == 3 || scn == 4 in function cvtColor\n", "output_type": "pyerr", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31merror\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;31m# Capture frame-by-frame\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mret\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframe\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 6\u001b[0;31m \u001b[0mframe\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcv2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcvtColor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mframe\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcv2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCOLOR_BGR2GRAY\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 7\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8\u001b[0m \u001b[0medges\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcv2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCanny\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mframe\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m50\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m150\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mapertureSize\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m3\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31merror\u001b[0m: /build/buildd/opencv-2.4.9+dfsg/modules/imgproc/src/color.cpp:3737: error: (-215) scn == 3 || scn == 4 in function cvtColor\n" ] } ], "prompt_number": 13 }, { "cell_type": "markdown", "metadata": {}, "source": [ "*oops!* need to add checks for no lines..." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By: Andr\u00e9s Cabrera mantaraya36@gmail.com\n", "\n", "For Course MAT 201A at UCSB\n", "\n", "This ipython notebook is licensed under the CC-BY-NC-SA license: http://creativecommons.org/licenses/by-nc-sa/4.0/\n", "\n", "![http://i.creativecommons.org/l/by-nc-sa/3.0/88x31.png](http://i.creativecommons.org/l/by-nc-sa/3.0/88x31.png)" ] } ], "metadata": {} } ] }