{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "de9bd90b-74ee-479f-ab76-badd2479375a", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pyclesperanto_prototype as cle\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "id": "20e78e5e-bb1d-4b1f-a065-8a45315c86e9", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "
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" ], "text/plain": [ "cl.OCLArray([[4496., 5212., 6863., ..., 2917., 2680., 2642.],\n", " [4533., 5146., 7555., ..., 2843., 2857., 2748.],\n", " [4640., 6082., 8452., ..., 3372., 3039., 3128.],\n", " ...,\n", " [1339., 1403., 1359., ..., 4458., 4314., 4795.],\n", " [1473., 1560., 1622., ..., 3967., 4531., 4204.],\n", " [1380., 1368., 1649., ..., 3091., 3558., 3682.]], dtype=float32)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "membranes = cle.imread(\"../../data/membranes.tif\")\n", "membranes\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "450218df-5118-4d03-bfc7-585517639ada", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "
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" ], "text/plain": [ "cl.OCLArray([[ 5, 5, 5, ..., 3, 3, 3],\n", " [ 5, 5, 5, ..., 3, 3, 3],\n", " [ 5, 5, 5, ..., 3, 3, 3],\n", " ...,\n", " [26, 26, 26, ..., 28, 28, 28],\n", " [26, 26, 26, ..., 28, 28, 28],\n", " [26, 26, 26, ..., 28, 28, 28]], dtype=uint32)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "labels = cle.imread(\"../../data/membranes_labeled.tif\").astype(np.uint32)\n", "labels" ] }, { "cell_type": "code", "execution_count": 4, "id": "1fe3a5c3-1cb5-44f7-adb0-12302bed791c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "radius = 0\n" ] }, { "data": { "image/png": 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\n", 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mnC6sABZXRSvTtF8rLK6oFZudh611JSyuqBlmojXnCyuAxVVRqlRURVhcUSNV2SMvE2YiX8xEMl4UVkA+xdX4HtcYf00fubJAvejpwAiLq/Wu/v4MXP39GUZf00eudCA299A5chVgJgLMRPJMbJhzW4za7RdX4H9+enrm5/d790udto3vcQ0uWHlKO80ypvuQ4N9P5q2/XeuTecW1p0oen7UAe35lK9vNyOT8PS/HuY+fkfp5f9rx1Yb3Xf39GfjJb3dpp1lGLL38ypaP6XXGaQW0hHzCTDATNomqZn+yyOsAVgBYC2CNqo4Qkc0B/BbAIACvA/ieqjYtdbfbfDOdtO+eid83aXFVr5Bqpcgiq1Hx1Eqz4urcCe+kfj0XRqviirjUTTNPXvo23nhpuWR5rqlM7LxNH33qsm+meu9WHUmzTqOVIjqUJB1GM406k/22uyT1a7mydw4AT157qe0mYPqkA/CRvsBMxDAT9rieCRNTgf+qqsNVdUT4+zgA01R1KIBp4e9GJZkWzFJUAcEIVt5ThN2HZC+qoueT0wrPBNB8CqSdDgRArlMhSy+/su0OxCSXOhDAjZMjbtin7ZdgJlJgJppzPRN5TAWOArBXePt2AH8BYPyvEBVX8dGrrMVUPVFxZWoEy3Qx1H2ImWlB10argGCtlc1Rq5UfG/+bFJIJoOMUSLsdR614R9Lu3noenUb0mpwG8QIzUYOZKI92R6wUwCMi8qyIHBtu66uqiwAg/HfLek8UkWNFZKaIzPxgVfsdmcmiKs7ECFZeI0y1r5tlGpCMM5KJJcs/Kai52bSzt573nrhLe/qmuLCH3gZmogVmIj2XM9HuiNXuqrpQRLYE8KiIvJL0iao6CcAkIFhjlbUBeRVUtbKOYOU9bRdf8E5OMJKJnbfpkzkTpvfKG4k6kjR76kX9B7/08ivR64zTMq0lIeOYiSaYifJpa8RKVReG/y4G8N8AdgHwjoj0A4Dw38XtNtIlSUev2l1HlVaW93JxGtB3tjOx6wffyeulG0q6p170XnOW93NtLUkZMBONMRPllLmwEpFNRaRndBvAvgBmA5gKYGz4sLEAHmi3kY3MP/KmvF6aLLN1Tqt2uJAJW8pwnh92IOYxE35jJrJpZ8SqL4AnROQFADMA/EFVHwZwCYBviMhcAN8Ify+VIo4czOLSW5NfL9CH0SoPiyurmbCxZx7nYkdyz4+72W6CMS6vKWmCmXAMM5G/zIWVqr6mqjuGPzuo6oRw+3uqureqDg3/fd9cc9fjaBW5xmYmbHcgkUYdSRkXz9rgakfSCDPBTOTNxUx4c0mbOFeKqkYjVzzPFFWZa3vpZdpDJz8xE9XiZWFFjaWZDqRycGXPPM61joSqhZkgm7wrrFwZrYpzdc1VGRw3ZQsf11oVxsUOJMKOJB8uTn24hJmoHtcy4VVh5WJRRUTuK9vUh2sdCfmHmchPHpe0yYUPRdX4HtcUehHnRqLpwDOPau9M7Bd9cFjq55zz+d+19Z6N2L7MjWtc3iuPi/bQj7DcDiDoSEbfmP1o2BlLJmR+7i59zs78XEqGmUiPmciHF4WVD0VVZHyPa3AZ7BdXaWUpotK+Tl5FF5Fp7XQYaV8vawez+8ln4slrL83aJKJUmInkvJoKJHMu+uCwDj9FvWc7uNbKX3c8s4ftJgBoPv0xY8mEdT9FKvr9yA3MRGO+Z8L5ESufRqsiP3v7Glz2BfujVo2mBO/qNcpGcwB0LK6yjGBFxVWVpwV9mfJwVb3pj7GHnGGpNYGoI0m7px5fV+LCnrotzER7mAmzOGJFXqrq6BU7EGrEpcW7RWImqBFbmXC6sPJxtCrys7fdOf1C/NxWNkerapmYGqxqgeWjO57Zw7npj7GHnGF9zzyu3WmX3U8+s7IFlo+YidZ8zITThZXvXCquALeKqoiJ9V0ssCiLsh1uHsfiirJgJsxwdo2Vz6NVLrr01r7Y6jTbrUjugGFj6m5/6KU7O20buuRWAMAVNwGnH3NQru2yqSxTHnc8sweO+NoTtpvhtBlLJnRaW3LOY5s2fPxF+3zY4ffnf30GNu22fh3ih6vLuePBTFSHT5ngiFXOXBu1clHtqFWjoqrefVFRFbnipgfNNYzIomj645zHNm3agUSPAYLO4/lfd57GiXcoRL7yJRMsrArA4qq1iz44DAcMG9O0qIocMGwMhi65tVNRFbnipgdZYDnOlXUlrmvVeaR57Kbd3mWB5TBmIhkfMuHkVCCnAc3b6rRdbTfBqCF7TsO8x/du+ph6xVXtVGG9x7y45JD2GpeDskx5uOSh9+yfEsWGLB3JBrImh5a0h5kwj5lIrlkmnCysiPLCkSwiIsoTpwKJyApOfRB1xEyUAwurgnCdFZE7fJjymPr8xamfc+821+fQEqoCZsIcFlYV4Pr6qidHboQnR26U+nlD9pyGIXtOy6FFRHZl6UAiLK6ojHzKBAsrIqKSYXFF1FGRmWBhVSBOB+ZjyJ7TMH7gRI5geYhrSjprZ8887vfXDcfvrxtu5LWoOMxEZ6Yy0e3UYeh26jAjr9UMjwokq7JMATbygzfmhLean4aBqAq+O2/1uturf/mSxZYQuaXbqcNyzQRHrAp02ReKXxzo8voqU0XV+oIqMH7gRIwfONHIa1P5uLxI19Se+Q++dW2H34vaUyc/MRNmtSysROQWEVksIrNj2zYXkUdFZG74b6/YfWeJyDwRmSMi++XSak9xKrAcmAnyVV4dCTNBvsojE0lGrG4DsH/NtnEApqnqUADTwt8hIsMAjAawQ/iciSLSxVhrKZUqjFY1k+Oo1W1gJrzk6p751OcvNrZn3kpOxdVtYCa8xEyYz0TLwkpVHwfwfs3mUQBuD2/fDuDg2PZ7VHWVqs4HMA/ALmkbNfi2Y9I+hTySz7qq+vIormxkgsrLdOdRO+VRj+mOhJkgk3zPRNY1Vn1VdREAhP9uGW4fAODN2OMWhNs6EZFjRWSmiMz8YNXqDveV9VqBNtZYuaaIkapaBa23MpqJJcs/ybWxVE5JOpACMRNknY1MmD4qUOps03oPVNVJACYBwOBth2tZiylaz3RR1Wq0yhGZMrHpoCHKi8yWX1FTHY5hJqihMmQi64jVOyLSDwDCfxeH2xcA2Dr2uK0ALMzePCJvMBMZHPG1Jwp7L9fWktjuQAo4SpCZyICZsMdUJrIWVlMBjA1vjwXwQGz7aBHZSEQGAxgKYEZ7TSyHoqcBXVu4bmMKMK6A6UBmgqgjZoIqqeVUoIjcDWAvAH1EZAGAcwFcAmCyiBwN4B8ADgMAVX1RRCYDeAnAGgAnquranNpOZAUzYQb3zMuDmTCDmSiHloWVqh7e4K66p7dW1QkAJrTTqLKp8miV7ZGqPDAT7SuyA3FNmTqQCDPRPmaiPHjmdSKiiuLZ2Ik6MpEJFlYFqOoZ110breJlbtxRxQvNFnnCQ/IPM1EeLKwM675iKrqvmGq7Gda5VlRFWFxZsOY3wU+Fudx58DqCFjATpc4ECysyztWiKsLiiopUVAfi2MlBiRoqeyZMnyCUQt1XTMUnPb+97vb4FfsAAC4Y+pjNZuWuqKLKk5ODUlzNHvod04N/jxg52EJjiuHyXnmtbqcOw+pfvmS7GdXCTDgtayZYWBmw9//553W3n3zg7HW3qzYl6PpIVdz4gRNxwRsn2G5GaV1yyvnrbo+78otNH3vH9Pml7Eh86kAiLK7yw0xUJxMsrNoQL6giu4+a0KG4qjV+br4jV7ZOteBTURVhcWVevPNI447p8wHks6du43w9PnYgERZXZjETgSplwqvCql4hEzft/z1dUEsat6VZURWXd4FVJB+LqojvxVWS/7THXXOuE+1Ioqx76lQcZoJsc7awalVEpXmOqYIrS5taiQoswM8iy+eiKhItZne5wGrnP+l6zzXRsZjqOGpFe+pA+3vr3DPPJjoiyuWRK2YiG2YimzSZcK6wyqN4yVJw5dGOVsbP3aet4sqlM66TOXn8Z93sNRt1MHl1Gs3kOR2ShzJ0IHGuTgsyE8yELUkyIapaUHMaG7ztcH189ge2m2FM0unAVtIWWUUXVjZHq/I8KnDGA4/hhRWzJbc3SGDTQUN0ypKeNptgTKuFummk7UyK3Du33YHkeWj5YyOHY9niF5kJQ5iJYtjKhBPnserZ82XbTXDS+Ln7dJgqbKbIourJkRuVYgqwkYXd3rXdBAx4c6HtJhhzyWmvGXutO6bP7zAt0kxRHUhZzx4dJ327224CM9EAM2FHs0w4UVhRc0mKqwVXPlVAS8qxpor8l7QjyVvZOw/yBzPhDhZWnkgzepWHso9SkX9a7akf0Dvfa3SyAyHXMBNuYGHlGZvFFZGL0kyFmMIOhFzGTNjFwspDjYor09OB0SgVR6rIB0V0JFVYO0LlwUzYwcLKUxy5IuqstiPJe+qDyHXMRPFYWHmsXnFlatSKo1Tkqzz20rlXTj5jJorFwspzeSxqZ1FFvot3JO3uobPzoDJgJorj3JnXfTZZ3gAADLDw3tFZ29s5n5UvBVWeJwclcy7cd2Or7x9dYy3ruXt86jzyPBEimcNMFMdmJlhYGRAVVL7ypaAiP9juPOLumD4fW2yb7jk+dR7kB2aiWlhYtcG1gmr83H2A44Fbrl8JAPjR8T063B9tB1hMkXkudR5x7/79P7DFtletux0XbQfYeZB5zEQ1sbDKwLWCqlZtQRXffvTznxbcGio7VzuPuNrOI759+kdbFNwaKjtmotpaLl4XkVtEZLGIzI5tO09E3hKR58OfA2P3nSUi80Rkjojsl1fDbXG9qGqGRZUZzMR6PnQglD9mYj1mgpKMWN0G4DoAd9Rsv0pVL49vEJFhAEYD2AFAfwCPici2qrrWQFutSVtMvXXwsRgwZVJOrSEH3IYKZyJLx7Hpw4vw4f79cmhNe8qwZ+7IwvXbwEykwkzkx3YmWo5YqerjAN5P+HqjANyjqqtUdT6AeQB2aaN91vk8QhVXltEqF44IrHImuDdO9TATROu1s8bqJBE5AsBMAKer6lIEZxqIn6FyARqcfUBEjgVwLAAM+KcubTTDvLIUU1Q4Y5nYUrrm3NTkytpxlGHP3APMhEeYCTOyniD0egDbABgOYBGAK8LtUuexWu8FVHWSqo5Q1RGb93GjsJosb7CooqyMZuLz4sZxJWXtQKgQzARVUqZvqqq+E90WkRsBPBj+ugDA1rGHbgVgYebW5YxFFJlSlkyw0yBTmAmqqkwjViISX3H3HQDRkSBTAYwWkY1EZDCAoQBmtNdE8zgyRab5nokL9924ch3IyE3etd2EUmMm/MNMmNFyxEpE7gawF4A+IrIAwLkA9hKR4QiGb18H8O8AoKovishkAC8BWAPgxCRHeshaoNsyYPVmmT5DYlUupm4e3tX7BewuLFwHislEt+GrMODpVwEAb222jfkPAe6Jl4Hto58izAS5woVMtCysVPXwOptvbvL4CQAmZGlMt2XBv6YLrCoXVBHfiyqXFJkJABiwzHxnwg6ETGImiNbLung9V1GBRUSUF9+PgHJhz5zKhZkww43DLIiacGUK0LYBy17NbQqE/OJKB2IbM0ERlzLhbGFVxJorctfHXQcDADb+dL7llhDZ9+2H1p+hYOoBdc9MQFQpLmfC2cKKzHFxfVVUOCV7HEesyCzXpjzinUSixz50CnpMvCbHFlHVMBPmOLnGisotaVEVuXnI/jm1xD/Rol0qjzQdCHXGTJSP75lwesQqr6MEq6So0aq0xRJlx3Ul7iuiY1h5gjt76LYxE+6rUiacLqwA4M5eb+B7OtB2MyjGRhF185D9cfS8hwt/X1dduO/G+M9HPs783CozPeXh+951WTAT2TETZjldWN3ZKzj/1GTJXlzZOIfViEMHYdGYwt+2ExOjVS6NRBVVXPXt/0Hu75HVcd/78rrbWToSWx1In6N+ij4A3lh0p5X3j7TbgbjWYRS1h77JEnfXOTIT7WEmsmmWCW/WWGUpkGyeGLTfnRdbe2+gfEUVBW6YPLvD72k6BRf2ygf2c2CPIyPXOpCi7HTjnrab0BQzYQ8zUZ/TI1a1okKp1eiVK2da73fnxVg05ueFv287RVWVi6nTzw2uEXvoIZYbklKrvXTbnUefo35q9f2B9vbKq9p5AO4XVY0wE60xE9kkyYRXhVWkXoHlSjE14tBBHX4vsrhiQZVdVFS5Lj7tERfvKKIOxXbn0cjAfmMKm/7I2nn41HHkMfXhU0HFTKTDTGSTJhNeFlYRV4opF1SlqMpjnZUvRVVSrnYecUV0JFXoQCgZZiLATBTD68LKF9F6KxvTgs34VFBR+URrS2wv3o2w8wj4NFpVNsyEm9JmgoVVgYpec1VbOMUvD8OiKlC20SrXJFlLUuQ0SG1H4dqlMKj8mInyY2FlUO36qnpaHS1oqvCqVzh93HUwNv50PouqEIsqd7Q6MspEJ1Nv75t75OtxpMotzIR9WTPhzekWqiLLaRrSrK9iURVgUeWXdg9JL3tnsfKEU2w3gQrGTDRnMxMcsXJQu6NaZS+eeBb2aipiD57IJ8yEmzhi5aHawuvm4V0ttcRPHK0i6ojTgEQdtZMJpwurMUt5jcBG+t15cYcCq0rFVTujVb4XVbVnmXZZ0SdBHNhvTIc9+JGbvAug/FMeANo6Z4/vRRUz0RgzkU27mXC6sPLFiEMHJVq4nqcX7l+Aj7sOLv00IBBMBZLbbJ5ZOupILpj+diU6ECD7ehLfiyqfMBPFspkJFlaes31NQp/4PloV8WkP3ZYLpr9tuwlUIGaiNWaiOM4XVpwObO7hTY7AC/cvAACcOecpy61xV1mKKh/Yvg7a0fdfvu72yf1n4eT+syy2xl0crSoOM+EHU5ngUYFtsjkF+PAmR3Taduacp3DpdrtaaA2R3Q4k3nlQcyyqisNM+MFkJlqOWInI1iLyZxF5WUReFJGfhNs3F5FHRWRu+G+v2HPOEpF5IjJHRPYz1lrHuFZUUX2mR6uYCfJZHkUVM0E+M52JJFOBawCcrqpfArArgBNFZBiAcQCmqepQANPC3xHeNxrADgD2BzBRRLpkadydvd7Anb14oWXKLqcpQGuZAIDjvvflNpufD+6ZVxozUQczUU0tCytVXaSqz4W3VwB4GcAAAKMA3B4+7HYAB4e3RwG4R1VXqep8APMA7GK43VbZPArw4U2OaDlaVfa1VrZPDspMdOZ6B1L2dSVJDy3PawqQmeiMmbDLZiZSLV4XkUEAvgrgaQB9VXUREIQKwJbhwwYAeDP2tAXhttrXOlZEZorIzPffW1v3/cYsHcjF6xmVtbhKU1QVsWA9t0wsaXwhVB4BtR73yt3DTNjFTNiXuLASkR4A7gNwqqoub/bQOts6JUJVJ6nqCFUdsXnvzCPAheO6Korkmok+zc8141JHYmvPPEsHUsY9dNujVXHMRICZsMt2JhIVViLSFUFY7lLV+8PN74hIv/D+fgAWh9sXANg69vStACxsp5GujFr5VlSVddQqibxHq2xnwgV9jvqp9cPIsyhjR9JKQUUVM8FMeCPPTCQ5KlAA3AzgZVW9MnbXVABjw9tjATwQ2z5aRDYSkcEAhgKYYa7Jdtg+s3pWZSqukk4DFlBUOZEJl/bQyV0FFVXMBHkj70wkOY/V7gD+DcDfROT5cNvPAVwCYLKIHA3gHwAOAwBVfVFEJgN4CcGRIieqav1FVCmMWTqQRwhSQwWfANSJTNhke6+83XUkJ/efhWsXfsVQa+xpNuVR8LmqmAlmwgkuZKJlYaWqT6D+fDgA7N3gORMATGijXU6xPVrV7toqnjTUrKpnwnYHYkpZOhIXMBPMBK3HM683YbugMimaEmSBRVmVpfOIK2tHwjOrF4OZ8EeRmXD+WoG2lKmoKjteB5DaUcWFu0TNMBPtYWFVR5mLqjItZqdiFuv6eqQTVRMzQbZ5VVgVcdqFMhdVRFSfr3voK084xXYTqKSYiey4xirkakGVx0lBfV1vdfOQ/TudcoHTgPlweW88rzNLRx2Jb+tLVp5wyrojobi2Kj/MhD9sZ8K7wioqgGbe+7rx16waH48WjBdXLKoC8f/wl9z6C6OvR+QjZoJs8q6wirRbYFW1mKrl6ujVL7+6feM7193Hwuqch27v8HvUAaTtTHzpOIq4Dpqre+kHnnBm4ztnvwUAWFlQW1zGTJjHTKTjVWH1yo87nyalzAVSkdcGdKXAalpQUWK+dAouc6Uzadp5UGLMRPuYiWS8WrxO5caiilxkcxGv6x0IVRMz0ZxXI1aUP1sjVyyqyGVFnzTRh86Dqo2ZaIwjVmQdi6psateSUDm004H0GHm3wZb4h5koJ98y4c2IVb31VZSfPI8YNFVIPfLSY9h32D5GXss3VexAilik20yee+gm98Z7jLwbK6cfbuz1fMFMFI+ZqM+LwqqKRVWRC9eLZHp0qsrFFRXPZEfi09QGUSPMRGfOF1ZVLKpcYWK9Faf5zKriXrlr2u1Iiug8qjRqxUzYx0x05PQaKxZVfiuqqHrkpccKeR+iSJajog484cxC98irvt6KisVMrOfMiNXKQ25Aj/uPw8pDbgAALOh9vOUW2ePaNGCj9VYujUaVcUrwuEf27fD7X795H74z1VJjLLO9lqSe2r30skxjuKw2EwDQx0I7XMBMuMuJwuqzeQOB4VhXVAHAVu9d3/J5VS6+inbmnKfQb/SRtpvRVJmKqzeWfw6b12z7+h++iyW4q+nz+qz9YX6Nok5c7ziiPfQyTAvWywQALOnCTLiEmXB8KpAorapPC7bqZIiqhpmgonldWCUZ1SJzFt1zm+0mJMLiih0JddRj5N2VXnPFTFCtPDPhdWEFsLii+lhcsSMpwjZTOM3kC2aiGMyEI4XVR30+a+v5ZSquXFu4XsuXUSsgKK6inyoqS0fi4iLdOJ86kmgvvaqjV8xEMaqeCScKKxO2eu/6UhVYVG1f6LKFkddZ0uWu0nQmVG3MBPnCiaMCAeDZH3207vbOt2yS+XXixZVvRw26PloFwPkjA8vkrJ7HAQD+74obWjyytXhH4tNRUq7vmb96sL8dtI8nEWUmmIk8mcpEyxErEdlaRP4sIi+LyIsi8pNw+3ki8paIPB/+HBh7zlkiMk9E5ojIfmkb9eyPPupQaGXFESyzfC6qTE4HFp2Js3oet65DMcGXvXXXO5AyMDX9wUwUg5nIn4lMJJkKXAPgdFX9EoBdAZwoIsPC+65S1eHhzx8BILxvNIAdAOwPYKKIdMnSOFPFlQ/ThD6MVvm0vqoeg+utrGTCdEficmfCDqQ4htaXMBM5YyaK024mWhZWqrpIVZ8Lb68A8DKAAU2eMgrAPaq6SlXnA5gHYJesDTRRXEVcLbLyLqru/MfRxl7L9+IKaL/AspmJPPbU4z+Ujk+LdFtppzNhJijCTKRcvC4igwB8FcDT4aaTRGSWiNwiIr3CbQMAvBl72gLUCZiIHCsiM0Vk5vKVy1M3vF2uFll5GPNPN9tugpNMjGDllollH7TVrqzYmaRXpo4EaH8qhJmgqmcicWElIj0A3AfgVFVdDuB6ANsAGA5gEYAroofWebp22qA6SVVHqOqIz/X4XKpGm2a7wNr/ozusvTdlL7ByzcRmn2/4viYW7rZie4/95kPOsPK+FIjvqfcYeTe6bPrFRM9jJvLDTNiVJhOJCisR6YogLHep6v0AoKrvqOpaVf0MwI1YP4y7AMDWsadvBWBh2g8RaecIwbRsFlhRceVDkVWG6cB6ogJr+cfbtnysrUwU0YHU4h57daXZU2cmqAqSZKLl6RZERADcDOBlVb0ytr2fqi4Kf/0OgNnh7akA/ktErgTQH8BQADPSNT1QZFEVZ+uUDfWKKxcXtft8dKAJNjNhU9SRFHVoer09dC7gdRMzwUzQeqLaafS14wNE9gDwVwB/AxCdIv3nAA5HMLyrAF4H8O9RgETkbAA/QnCkyKmq+lCL93gXwIcAlmT8HGXQB/z8rnz+gara8GyEzERhXPpO2ODS52cm3ODSd8IGlz5/w0y0LKyKIiIzVXWE7XbYws9f7c9fT9X/Jvz81f789VT9b8LP78fnL80lbYiIiIhsY2FFREREZIhLhdUk2w2wjJ+falX9b8LPT7Wq/jfh5/eAM2usiIiIiHzn0ogVERERkdesF1Yisn94dfN5IjLOdnvyEF7KYbGIzI5t21xEHhWRueG/vWL3Zb7qu4uk8ZXvK/M3SIOZKP/3gZlIh5ko//ehVJlQVWs/ALoAeBXAFwF0A/ACgGE225TT59wTwE4AZse2XQZgXHh7HIBLw9vDwr/DRgAGh3+fLrY/Q5ufvx+AncLbPQH8PfyclfkbpPhbMRMV+D4wE6n+VsxEBb4PZcqE7RGrXQDMU9XXVHU1gHsQXPW8VFT1cQDv12weBeD28PbtAA6ObTdy1XdXqDa88n1l/gYpMBOBUn8fmIlUmIlAqb8PZcqE7cIq0RXOS6qvhmcgDv/dMtxe6r+JdLzyfSX/Bi1U+bNX8vvATLRU5c9eye+D75mwXVglusJ5xZT2byKdr3zf8KF1tpXib5BAlT97I6X9mzATiVT5szdS2r9JGTJhu7AydoVzD70jIv2A4EKlABaH20v5N5E6V75Hxf4GCVX5s1fq+8BMJFblz16p70NZMmG7sHoGwFARGSwi3QCMRnDV8yqYCmBseHssgAdi20eLyEYiMhieXvU9TqT+le9Rob9BCsxEoNTfB2YiFWYiUOrvQ6kyYXv1PIADEaz+fxXA2bbbk9NnvBvAIgCfIqiyjwbQG8A0AHPDfzePPf7s8O8xB8ABtttv4PPvgWCIdhaA58OfA6v0N0j592ImSv59YCZS/72YiZJ/H8qUCZ55nYiIiMgQ21OBRERERKXBwoqIiIjIEBZWRERERIawsCIiIiIyhIUVERERkSEsrIiIiIgMYWFFREREZAgLKyIiIiJD/j/Wpqzu/il7UwAAAABJRU5ErkJggg==\n", "text/plain": [ "
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\n", 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\n", "text/plain": [ "
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Ksz4KKsz1mStmwk7MhKWFFdmnCLNUrhdXZI8sd3Pk2ZEQpYWZ2MTawoqzVtGMv6hHZmutghmqIhRVAZeLK47Qo3l40QWZrStxad1IVJy1Kj5mIp5WM2FtYUVm5VlM5bU7MMDiipLIs/PIe4TO4oqSYCZqs7qw4qxVdGnOWpmYoWJxRWlLc4RetBF5LS4XVxQNMxFP0kxYXVgBLK7yVqTdfs24WlxxhJ4vUx2IiXUlrhZXzES+mInGrC+sABZXeSlTURVgcUX1FHHtSBQsrqgeZiIaJworIJvialyXiam/potsWaCe9+7AAIsrz88m7omRs3ul+pqusqXzMHU0FIsrz8N7vYrrvzUv1dd0FTMRPRNOXdJmv19cjb/88LzEz+/57pfbbRvXZSIuXXd2K81KzRb9vN+fLN50u9oni/NrT5k8tmApDtpzJ9PNiG38QVfhksfOT/Tch/d6teLfg6beBwC4Hl5H8v3f7NNa41Kw6qprmj6m6/nn5tCS8ul26ka8d2sH082ILc1MBILiipkot6iZaKmwEpHXAawFsBHAZ6o6WES2BfAbAH0AvA7gm6qaWqkbp7iqVUjVEp65yrPIqlc81dse3FevuBp/UQ9cMuGd1htm0JiZ2+VyqZta0pi5MpGJqB1JvU6jnvBIPY8OJUqHUe957Eiy0TZKn5L8NZiJ5JgJ+0TJRBq7Ar+mqgNVdbD/7wsAzFHV/gDm+P9OVZTdglGLqmrjukzMfBfhFv0aF09Rnk9Wyz0T4w+6quFukLgdSLUsd4esuuqaxB1I+DVq2WHSpNivZcsuj4ANJ0f8QveWX4KZiCHLTCQ5MpCZaK9RJrLYFXgcgIP923cA+DOA1P8KQXEVnr1KWkzVEhRXac1gpV0MNZq5isOGtVXVTM5aAcC6j1P/m+SSCaD9SL3VziMs7dF6qx1HvdcLRuojZ/fC22edlep7UGqYiRqyzgQAHL7bFam+B7XX6oyVApgtIs+IyGh/Ww9VXQ4A/u/taz1RREaLyNMi8vQH61vvyNIsqsLSmMHKaoap+nVd3w1YEKlkYuWaT1puSJodSLVWR+tpdyDVr120Rfg2jNBbwExEkHUmsnx9E2zORKszVvur6jIR2R7AIyLyctQnquoU+Hspd9t2G03agKwKqmpJZ7Cy3m0XXvBOVkglE3vv0j1xJrLsPMKSLujN4z/46xach3P25GlaLMFMNJFX0bPqqmuAW3J5q1JracZKVZf5v1cAuA/APgDeEZGeAOD/XtFqI20Sdfaq1XVUcSV5Lxt3A7qujJmIOlLPe9R83YL4RxDbtpakCJiJ+lyYSWIm4ktcWIlIZxHZOrgN4DAACwHMAjDSf9hIAPe32sh6lpxya1YvTYaZOqdVK2zIxL4fDM3qpQuPHUj6mAm3MRPJtDJj1QPAEyLyHIB5AP6gqg8BuALA10XkFQBf9/9dKHkcOZjElbdFv16gC7NVDhZXpc3E9d+aZ+WJFO/5r06mm5Aam9eUNMBMWIaZyF7iNVaq+hqAvWpsfw/AIa00KgrOVpFtTGfC5pG57bs7XLH/WWPx5KQrTTcjMmaiPmYiHTZmwplL2oTZUlTVm7nieaYob7Z0IDaO0os0QqfomIn6mIlsOVlYUX1xdgcSZcW2joTINGaiPJy6ViBgz2xVWNonE6VNgnVWJk8YajNbRuW1XP+teZg/ymvfdUh+jU+qFKwrsW33hy1sz0TgZIPtKBrbMuHUjJWNRRUR2Y+7PogqMRPZcWbGyoWialyXiVbMWgW7A8d+p7Uzsf/0g2/Efs7FX/ptS+9Zj+nL3NjI5pF5YNDU+/xbTxhtB+B1JMNvqX807GVfmYYfPz+i7v3zVk5I/N77dL8o8XMpOhcyYZNmmWiGmajNicLKhaIqMK7LRPwc5ouruJIUUXFfJ6uiq4zYgWTjsq9MAwAc/qc3Un3deh1QK52LjUdDmcRMpK+VwinpaxchE07tCqT0/PSDb1T85PWerXDwvFbku/NvB5huAoDGuz8O/9MbbT95mbdyQkudl63n8aHmXMiECUXIhPWFlUuzVYH/ftuOk4deeVuPmkcJ3tX1OAOt8bRazI2ZuV3pCyyOzFtTqyMZOex8Ay3ZpJXOZP+zxuJ/phTrotNxMROtKWImTLK+sCKqpazFFTsQqqesxRUzQbaxurBycbYqYMusFVB5biuTs1XV0tg1WNYCy0W27PoAvBH6DpMmYeSw842PzMNaXdPyP1N6lbbAcpFtmQjyUIRMmJy1srqwcp1NxRVgV1EVSGN9Fwssd9jUkVy3wM5za8XtSIIF92EsrtxhUyaO7GZXnxVIWlw9+OVLU25JNNYeFejybJWNrrytB3Y613QrojtyQO3D3h98sX0n0n/lbQCAq28Fzjv16EzbZRJ3eZTHvJUT2h0ddfGjnWs+9uJrT8PmP7i5YtsxZz4LYNPpST7cUMyBBzNRHnEyEda5U+3T9GSZCc5YZcy2WSsbVc9a1Suqat0XFFWBq299IL2GUSZsGqHbLBilX/xo56YdyPprT2u77RVVlep1LmQHZiKaOJloJstMsLDKAYur5n76wTdw5IARDYuqwJEDRqD/ytvaFVWBq299gAWW5diRRBOn81h/7Wk1i6pA507vssCyGDMRTasFVVhWmbByVyB3A6Zvp3P3Nd2EVPU7aA4WP3ZIw8fUKq6qdxXWeswLK4e11rgMcJdH+h58z70T+aahVkfy+8kDAdSe7QKAzeSzDFuUDDORPmYiukaZsLKwIsoKZ7KI2ms000VE8XBXIBEZwV0fRJWYiWJgYZUTrrMisocLuzxmPXt57Ofcu8uNGbSEyoCZSA8LqxKwfX3Vk0M2x5NDNo/9vH4HzUG/g+Zk0CIis5J0IAEWV1RELmWChRURUcGwuCKqlGcmWFjliLsDs9HvoDkY1/sGzmA5iGtK2mtlZB72+8kD2472I3cwE+2llYm8iiseFUhGJdkFWM+331jk32p8GgaiMvn95IE86o8IwLePmYRO/u0N172Y2fuwsMrRz3fIf3Ggzeur0iqqNhVUnnG9bwAAXPrGGam8PhWLzYt00xqZf/uYSTjhmEnttmfZmZC7ypKJsE7nDACQTSaa7goUkV+JyAoRWRjatq2IPCIir/i/u4buu1BEFovIIhE5PPUWO4y7AouBmSCqxEwQbRJljdXtAI6o2nYBgDmq2h/AHP/fEJEBAIYD2MN/zg0i0iG11lIsZZitaiSYucrA7WAmnFSGkXkjwSg9A7eDmXASM5F+JpoWVqr6GID3qzYfB+AO//YdAI4Pbb9HVder6hIAiwHsE7dRfW8/Ne5TyCHZrKuqLYviKu9MdDrxzuSNJSek2YFU7/Ko1umcAal3JnlngpezKT6XM5H0qMAeqrocAPzf2/vbewF4M/S4pf62dkRktIg8LSJPf7B+Q8V9Rb1WoIk1VrbJY6aqWoYzV2GpZmLlmk8ybSzZI88OJGfMBCXieibSXrwuNbZprQeq6hQAUwCg764DtajFFG2SdlHVbLbKEoky0blPPw1G5YOmFnd0fvI/P2G6CUblsavDQi1nosiYCfczkXTG6h0R6QkA/u8V/valAHYOPW4nAMuSN4/IGcyE5WxeS2JChuutAsyE5ZiJSmllImlhNQvASP/2SAD3h7YPF5HNRaQvgP4A5rXWxGLIezegbQvXTewCDMthdyAzERNH5u6PzJtgJmJiJoqRiaa7AkXkbgAHA+guIksBXALgCgDTRWQUgL8D+AYAqOoLIjIdwIsAPgPwPVXdmFHbiYxgJtzDkXm2mAn3MBPZaVpYqepJde6qeXprVZ0AYEIrjSqaMs9WmZ6pygIz0boyj8yLMioPYyZax0wUB68VSERUUjmssyJyShqZYGGVg7Kecd222aqcTrtATcwfVfwju+op2sicqFVFzAQLq5RtsXYWtlg7y3QzjLOtqAqwuDJj/qihbT8AcM6eVxtuUf5s7UA4a2VeWXcDFjUTLKwodbYWVQEWV/kq8wxVII8OpJUTIbK4MuSzXwOf/Rp3zl2CO+cuMd2aXBU5EyysMhKetdpi7SyMe+VQjHvlUIMtykdeRZUjJwctvVpF1aCbh2HQzcNK05nYOiqvxuIqR35BVY2ZsEvSTKR95vVSOuTf/qXt9pP3X9R2u2y7BG2fqQob1/sGXPrGGaabUWjhomrQzcMMtsQcVzoQylGNgqpMypAJFlYtCBdUgf2Pm1BRXFULZq0u7f9oJm0ydaoFl4qqAIur9F1x9vhN/+g8EId9+GzToio8Qj95SN/U22TqfD0udiCdzhmADde9aLoZhVKRCQAXXPOPTZ/DTNgjSSacKqxqFTJhc/7nrzm1pH5bGhVVYVkXWHlysagKuF5cVf+nHXbBxEusaEccd85dkklHkjcXO5CA68UVM2GnMmXC2sKqWREV5zlpFVxJ2tRMeN2Vi0WWy0VVIFjMbnOBleQ/6aw7mChtmt15IC6I+bppjtZNjMxd7kACwdoSmwssVzNxxbmvRZq1CmMmzIuTCesKqyyKlyQFVxbtaGbcK4e2VFzZdMZ1Sk9aI9+or1mvg8miHc0EHYorI/YidCAuYCaYCZuJqppuA/ruOlAfW/iB6WakJuruwGbiFll5F1YmZ6uyPCpw3v2P4rm1CyWzN4igc59+OnPl1iabkJq4o/NG4nYmeY7OTXcgrRxa3syjQwZi9YoXmImUMBP5MJUJK063sPXWL5lugpXinKIhz6LqySGbF2IXYD3LOr1rugno9eYy001IzRXnvpbaa9l6OLrpDiRr0mML001gJupgJsxolAkrCitqLEpxtfSap3JoSTHWVJH7bOpIit6BkBuYCXtYt8aKajN9FCELKrKN6bUmZe88yD7MhB04Y+WYMpy9nSgOEyN1diBkM2bCLBZWDqpXXKW9OzBYS8XZKrJdrY4kiws9z3r2cnYg5IRamchi4Toz0R4LK0dx5oqoUq1FvA9/rbeh1hCZV52JI7tNNNia8mBh5bBaxVVas1acpSJX3Tl3SWazVUQuCgqstHcRMhO1sbByXJxTMkTFoopcF74+YRqzVuxAiCoxE/XxqMAUTZc3AAC9DLx3cNb2Vs5n5UpBleXJQSldh334LABgENI7IWJUg24ehvmnzUj8fJc6jixPhEjpuuywLY2+/7v/9wMAwHa7Xhv7ucxENCysUhAUVK5ypaAidwSdx4EYgsfvm2usHUmKK5c6D3KH6YKqFcxEPCysWmBbQTXulUOB04Ff3bgOAPDd07tU3B9sB1hMUfrqdRwHDh2CD3NuS9igm4fV3B14+J8q88vOg9JmczEVZeaKmUiGhVUCthVU1aoLqvD2Uc9+mnNrqOhs7jwC4TVXADD/tBl4+Gu9sf7a0wy1iIrMhUwEggILAOZ+tJ3BlhRH08XrIvIrEVkhIgtD234iIm+JyLP+z1Gh+y4UkcUiskhEDs+q4abYXlQ1wqIqHczEJi51IJQdZmITlzMxZCvz10ktgigzVrcDmAzgzqrt16rqVeENIjIAwHAAewDYEcCjIrKrqm5Moa3GxC2m3jp+NHrNnJJRa8gCt6PEmUjScXR+aDk+PKJnBq1JZtDNwwozOrdk4frtYCZisS0TQHFmrExnoumMlao+BuD9iK93HIB7VHW9qi4BsBjAPi20zziXZ6jCijJbZcMRgWXOhMujccoOM0G0SStrrM4UkZMBPA3gPFVdBe9MA+EzVC5FnbMPiMhoAKMBoNc/dGihGekrSjFFuUstE9tLx4ybGh07DmoBM0Glk/QEoTcC2AXAQADLAQSnOZYaj9VaL6CqU1R1sKoO3ra7HYXVdHmDRRUllWomviR2HFfCDoRawExQKSX6pqrqO8FtEbkFwAP+P5cC2Dn00J0ALEvcuoyxiKK0FCUT7DQoLcwElVWiGSsRCa+4GwogOBJkFoDhIrK5iPQF0B/AvNaamD7OTFHaXM/EZYdtWboOhEdAZYuZcA8zkY6mM1YicjeAgwF0F5GlAC4BcLCIDIQ3ffs6gNMAQFVfEJHpAF4E8BmA70U50kM2Ap1WAxu2SfQZIitzMTV1YEfnF7DbsHAdyCcTnQauR6+/voq3ttklk88AcCReBKaPfgowE2QLGzLRtLBS1ZNqbJ7a4PETAExI0phOq73faRdYZS6oAq4XVTbJMxO9Vr8KAKl3JuxAKE3MBNEmSRevZyoosIjIE3QmlB7Xz9ljw8jcJGYifcxEOuw4zIKoAVt2AZrWa3W2u0HIHbZ0IKYxExSwKRPWFlZ5rLkie33csS8AYMtPlxhuCZF5xz646QwFD8++CSdY1IkQmRDOBAB0OcZQQ2qwtrCi9Ni4vioonKI9jjNWlC7bdnlUdxKNHH7YGKw742x0uWFihi2isnE5EwCsyoSVa6yo2KIWVYGp/Y7IqCXu4bqS4onbgVAlZqJ4XM+E1TNWWR0lWCZ5zVbFLZaIiiyPjsGmETpRM2XKhNWFFQBM6/oGvqm9TTeDQkwUUVP7HYFRix/K/X1tdNiHz2J254GJn1/2w8rT3uXh+ui6CFpdxM5MMBNpsnpX4LSu3vmnWjkPlYlzWA0+sU/u71lLGrNVH3fs2+7HlLx2CfbY8YNc3ieJPTquBeAVVy55/L65ppsAoPUO5NgHpd2PSevOONvo+9uk7MVRUsxE+qwurMKSFEgmTwzac9rlxt4bSK+oIjsdOHRIoo6EnU9ypjsMk1YvnG+6CQ2N+eY/AUj2/WYmkitzJrZaWf+gKut3BYYFhVKzXYO2nGm957TLsXzEj3J/31aKqjIXU+dd4l0j9sRhhhvSwIFDh1T8O+gUfjz747rPsaXjmH/aDADAoJvz/wO3Miovc+cx6JaDAABzd+hsuCX1BUVVwJVMdP/OD9Hdv/3G8mm5vz8zkUxbJho8xqnCKlCrwLKlmKreDZhnccWCKrmgqHJVuKMIOhQbOg/A2w04dNaMim15dSRBMYdrT4v9XFc6j6wW7AYdiKtszkT37/yw4t+9e44wUlzFxUxEy4SThVXAlmLKBmUpqrJYxO56UVXNls4jUF1UAfl0JG1FVUyudB5Zcr2oqmZbJmqxubhiJuJlwunCyhXBeisTuwUbcamgouLp3XMEgHxmrzb/wc0AgPVNZq7YgRSvqHJJnpmIipmInwkWVjnKe81VdeEUvjwMiypP0WarbFO9y6OWPEfq1Z3ErCO17n1EWTCdie1+tz0A4Ng69zMTrWNhlaIop1lodrRgWoVXrcLp4459seWnS1hU+VhU2SMYqdeTRidz+GFj2m1jx1GJs1X2yCMTtTATlZJkwpnTLZRFktM0xFlfxaLKw6LKLc06mWZqFVVFksa5e1hUuaXVTBSdyUxwxspCrc5qFb144lnYyynqCD7ponUi15ia1aLGOGPloOrCa+rAjoZa4ibOVhXT/NNmsKhKiLNVxdS754iK4itYX0XNtZIJqwurEat4jcB6ek67vKLAKlNx1cpsletF1U3TF5puQmRRFummaeisGTVP7VD03YAAWjpnj+tFFTPRXHWBVQYmM2F1YeWKwSf2MX59wOdmLDV+Lb+85HXNQErOVAdSrQxFFWDH9dGoMdOZGDXjKpy14wKjbciTyUywsHKc6WsSusT12aqASyN0spvrs1UBZqKxUTOuMt0EZ6SRCesLK+4ObOyhrU7GczOWAgDGLnrKcGvsVZSiygWmR+YPnLJf20+ZRuhxFaWocoHpTIQxE/WllQnrCyvbmdwF+NBWJ7fbxuKKyqzWyJwdCZUZM5G/poWViOwsIn8SkZdE5AUR+b6/fVsReUREXvF/dw0950IRWSwii0Tk8Cw/gEm2FVVUW9qzVcxEfSZH5tzdEc2gWw5KfbaKmaiPmbBf2pmIMmP1GYDzVPXLAPYF8D0RGQDgAgBzVLU/gDn+v+HfNxzAHgCOAHCDiHRI0rhpXd/AtK680DIll9EuQGOZAIAx3/ynFptPlDpmgsjX9AShqrocwHL/9loReQlALwDHATjYf9gdAP4MYKy//R5VXQ9giYgsBrAPgLlpN94U22eqxi56Clfutm8OrTHD9MlBmYn2bB+Vn7XjAkxatmcOrTEj6qHlWa2rYibaYybMMpmJWGusRKQPgK8C+CuAHn6YglAFZx7rBeDN0NOW+tuqX2u0iDwtIk+//97Gmu83YlVvLl5PqKhrreIUVXksWM8sEyu1+u42PAIqGa4ryQcz4Q5mIhuRCysR6QLgdwDOUdU1jR5aY1u7RKjqFFUdrKqDt+2WeAY4d7bPVlF+Ms1E98YXQrWpIzE1Mh8146rYa0iK2JGYnq0KYyY8zIRZpjMRqbASkY7wwnKXqganNn5HRHr69/cEsMLfvhTAzqGn7wRgWSuNtGXWyrWiqqizVlFkPVtlOhO2sOkw8qiK2JE0k1NRxUyAmXBFlpmIclSgAJgK4CVVvSZ01ywAI/3bIwHcH9o+XEQ2F5G+APoDmJdek80wfWb1pIpUXEXdDZhDUWVFJkyP0F3sQMoop6KKmQAz4YqsM9F08TqA/QH8J4DnReRZf9uPAFwBYLqIjALwdwDfAABVfUFEpgN4Ed6RIt9T1dqLqGIYsao3jxCkunI+AagVmTDJdAfCw8g9zXZ55HgSUGaCmbCCDZmIclTgE6i9PxwADqnznAkAJrTQLquYnq1qdW1V0Y8SzFvZM2G6A0lD0Y+IAvI9szozwUy4IK9MRJmxKi3TBVWagl2CLLCoFUXoQALBupIidia8XE1+mAk35JkJXtKmjiIVVUXH6wDmo0gdSFgZF+5SOpgJqoWFVQ1FLqqKtJid8lusW9QOhIqHmSDTnCqs8jjtQpGLKqIkytCBcIROcTAT1AjXWPlsLaiyOCmoq+utpvY7ot0pF7gbEHj8vrk4cOiQVF/T5o4jq6OfXFu8+/Dsm4B+N+GExRvatnFtleem6QtTv34gM+GGdWecXXFkoIlMODVjBXgFUNpFkK1FVdZc3C04td8RbbdZVFHaOEonquRaJqKedT1Lzs5YBcXQ0/e+3tLzy87W2avrvrp7/Tvb7mNhBQBDZ81ot23lbb+I9Ro2j8bD8jhXj61HRh11xtja/174FgDg+8f3xaCxduXYlIsfvAPdv1O5jZlIzpVMAGjLQ2BdTm0Jc6qwevm/2p8mpcgFUp7XBrSlwGpYUFE7Fz94R83trnQKNrOlM6nZedRw/cwlWDf3pIxbYz9mIjuuZcIU53YFUnGxqCKqZHsHQpQ3FzLh1IwVZc/UzBWLKrKViVG6C50HlRcz0RhnrMg4FlXJ1NvlQW5rpQPpMuTuFFviHmaimFzLhDMzVrXWV1F2sry+YFqF1OwXH8VhAw5N5bVcU8YOxPRFZrM89DzN0XiXIXeXcq0VM5E/ZqI2JwqrMhZVeS5cz1Pas1NlLq7IfS7t3iDKQxEyYX1hVcaiyhZprLfibj4qkjTWlhSh4yAKMBPtWb3GikWV2/Iqqma/+Ggu72OLPTquNd0ESuCoM8bm1oGUba1VGXcDFkFRM2HNjNW6YTehy4wxWDfsJgDA0m6nG26RObbtBqy33sqm2aii7hIcM/uwttuP//vvDLbELNNrSarVGqXbNuou6lqrcCbadLgL3Tf+R/6NMYiZiC+vTFhRWH2+uDcwEG1FFQDs9N6NTZ9X5uIrb2MXPYWew08x3YyGilRcvbHmixgz+5CKbQf+4YS22ytxV83nla1zMe3h2d7/WdfPXGK4JbUVqbiqlYmwlR2YCRvYVkxVyyMTVu8KJIqrbLsFyTxbi6pA2XYLEjWTdSacLqyizGpRepbfc7vpJkRS5uKq3qidsvHAKfuZbkIkZS6umIl87TLTjRnCLDPhdGEFsLii2lhcEVVicUVUKatMWFFYfdT985aeX6TiyraF69VcmbUCvOIq+CmblR3uKkxnYtsi3WqujNABryMpa4HFTOSn7JmworBKw07v3VioAovKbYcO26XyOkXqTCg9LhZXzARlKc1MWHFUIAA8892P2m7v/autEr9OuLhy7ahB22erAFh/ZGCRXLj1GADAz9be1OSRzYU7EpeOkrJ9ZA4Arx7PTjovzAQz4YKmM1YisrOI/ElEXhKRF0Tk+/72n4jIWyLyrP9zVOg5F4rIYhFZJCKHx23UM9/9qKLQSoozWOlyuahKc3dg3pm4cOsxbR1KGjhaJyDdETozQUWQViaizFh9BuA8VZ0vIlsDeEZEHvHvu1ZVK8pnERkAYDiAPQDsCOBREdlVVTfGbdwz3/2opdkrwJ0ZLBdmq5bfc3shiqsUznVlJBNZjNZtHqm7MDJ3XdCRpHBeH2YiB8xE9tLIRNMZK1Vdrqrz/dtrAbwEoFeDpxwH4B5VXa+qSwAsBrBP0gamMXMVCNZh2TaTlXVRNe3vo1J7LZcWr9fT6oJ205lIe6Qe/rHFfccOM92EUgkW8CYdsTMT2WNRla9WMhFr8bqI9AHwVQB/9TedKSILRORXItLV39YLwJuhpy1FjYCJyGgReVpEnl6zbk3shrfK1iIrCyP+YarpJlgpjSMGM8vE6g9aaldStnQmQ2fNMN2EyFw6AiqKVneHMBPZmDrsfNNNiKzsmYhcWIlIFwC/A3COqq4BcCOAXQAMBLAcwNXBQ2s8XdttUJ2iqoNVdfAXu3wxVqPTZrrAOuKjO429NyUvsDLNxDZfqvu+aez2aMaGzsSljqRoqkfqy97+MNLzmIlsMRPmxJm9ilRYiUhHeGG5S1VnAICqvqOqG1X1cwC3YNM07lIAO4eevhOAZRHb3k6ra6ziMFlgBcWVC0VWEXYH1hIUWGs+3rXpY01mIk+md8kdfftfjL5/2V105VO46MqnIj22LJkwXVyRWVGKqyhHBQqAqQBeUtVrQtt7hh42FMBC//YsAMNFZHMR6QugP4B5MdrdJs+iKszUbsJwcRX82MjlBexpMJmJPEbm1e47dljFT96Ovv0vbT+2+v7xfU03waiyZcIkzlqZ16y4EtV2s6+VDxA5AMDjAJ4HEJwi/UcAToI3vasAXgdwmqou959zEYDvwjtS5BxVfbDJe7wL4EMAKxs2pti6g5/fls/fW1Xrno2QmciNTd8JE2z6/MyEHWz6Tphg0+evm4mmhVVeRORpVR1suh2m8POX+/PXUva/CT9/uT9/LWX/m/Dzu/H5C3NJGyIiIiLTWFgRERERpcSmwmqK6QYYxs9P1cr+N+Hnp2pl/5vw8zvAmjVWRERERK6zacaKiIiIyGnGCysROcK/uvliEbnAdHuy4F/KYYWILAxt21ZEHhGRV/zfXUP3Jb7qu42k/pXvS/M3iIOZKP73gZmIh5ko/vehUJlQVWM/ADoAeBXAPwLoBOA5AANMtimjz3kQgEEAFoa2/RzABf7tCwBc6d8e4P8dNgfQ1//7dDD9GVr8/D0BDPJvbw3g//zPWZq/QYy/FTNRgu8DMxHrb8VMlOD7UKRMmJ6x2gfAYlV9TVU3ALgH3lXPC0VVHwPwftXm4wDc4d++A8Dxoe2pXfXdBqp1r3xfmr9BDMyEp9DfB2YiFmbCU+jvQ5EyYbqwinSF84Lqof4ZiP3f2/vbC/03kcor35fyb9BEmT97Kb8PzERTZf7spfw+uJ4J04VVpCucl0xh/ybS/sr3dR9aY1sh/gYRlPmz11PYvwkzEUmZP3s9hf2bFCETpgsrZ69wnoJ3gguU+r9X+NsL+TeRGle+R8n+BhGV+bOX6vvATERW5s9equ9DUTJhurD6G4D+ItJXRDoBGA7vqudlMAvASP/2SAD3h7anctV3W4jUvvI9SvQ3iIGZ8BT6+8BMxMJMeAr9fShUJkyvngdwFLzV/68CuMh0ezL6jHcDWA7gU3hV9igA3QDMAfCK/3vb0OMv8v8eiwAcabr9KXz+A+BN0S4A8Kz/c1SZ/gYx/17MRMG/D8xE7L8XM1Hw70ORMsEzrxMRERGlxPSuQCIiIqLCYGFFRERElBIWVkREREQpYWFFRERElBIWVkREREQpYWFFRERElBIWVkREREQpYWFFRERElJL/D96WYNILXlx3AAAAAElFTkSuQmCC\n", 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\n", "text/plain": [ "
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\n", 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\n", 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\n", 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\n", 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\n", 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R17V68NmOUnSuyG0u75HX42O4en5Dd9tDoBSqXBPOBauiDwdSeuxSkavavWZUFiY3HkXOt/IxXO35yq62h+AdG/OsfApUcaZqwrlgBTBcucr0ob/T5+2c+zyriM9dK86zclNee+QMV83t+cquDFiO8q1LVY+JmnDmcgvktjJ0qR58tsObSzD07L8bBk349uZ/7/kK8NJfvWZxRBTn+8ajDPZ8ZVfWhENYE1s42bEC2LVK6pIL++c21yrqUJUhVEV87lxxLz2ZPA8HFrVHXnTXysfOFcCacEFRNVHkZRfarQlngxXZVWSYKupwYIThqvzyCFdl3yNnuKK0WBP1OR2s2LVKzmTXykaHiuEqOW5IilWGeSNJMVxREqyJ5pwOVgDDVdHKdNivFYarznyfJP/OsXd3+reJrpXNjYetK04zXJWPyTMDWROtOR+sAIarolQpVEUYrgJRqKoNJ77IY9xV2SMvE4arfLEmkvEiWAH5hKtp215j/DV95MoE9aIPB0aqHq5qO1W+hasyhyqbe+hV71ydP3kfnD95H3xr/BFGXq9oJ02+bfPP3Ac+aPv1WBPJa8Kryy0c8K8z8Mg/T8n8/AGvf6rLsmnbXoPvvXtmO8Myptew4L8fLN7ye60PFhc3nirx6VIMtdo57bzR4b93jr0bO9xxZDvDMqad4DR61v2YP/HQ1M856HNubERs2zClp+0hZNJOTZw/eZ8uy6Jw9dPb7mlrXKacNPm2Qt/PlVDlgihcTUGDjTQAUdXMbyAiSwGsA7AJwEeqOkpE+gL4DwBDACwF8HVVfavZ6+zVt4/OOvTgxO+bNFzVC1KtFBmyGoWnVpqFq4svW5X69VzoVsUVcaubZh6e/hqWvbBWsjzXVE302nWgxq9jlUSrDUm9DUZSRWxQ2t1YXLu6d8PHkoaraF5WkZc7aGVcz4tsDwHnPLgWqsqaiPGhJmqNO/roTM9zLVi5UBNXLngXr67bVLcmTBwK/N+qOlJVR4X/Pg/AfFUdDmB++G+jkhwWzBKqgKCDlfchwl7Dsoeq6PnktMJropV2NiAAcj0cEh2uyFOSiewuhirA3qGPuEHbtr2pYE2kUERN+MyFmmgmj0OBRwE4JPx9DoDfA5hq+k2icBXvXmUNU/VE4cpUB8t0GOo1zMxhQde6VUAw18pm1+rd9cb/JoXURO1hvXO7zTb6+vENiYm9ddMbjsm7vA+gcefKxn0EqaFCaiI6JNhuiGrE9ZqoNXfevNRdK9e6VT5odzdEAdwvIk+JyMRwWX9VXQkA4X93qfdEEZkoIk+KyJPvbGh/Q2YyVMWZ6GDl1WGqfd0shwHJOCM1sWn9ewUNN5t299a5N56O63voLVitibxCVS1famLuvHmJ13U5VLlcE+12rA5U1RUisguAB0Tkz0mfqKqzAMwCgjlWWQeQV6CqlbWDlfdhu/iEd3KCkZrotevAzDVhulPVSNYJvXlvQFp1rqhw1muiKK7WRK14uGrUwXI5VLmurY6Vqq4I/7sawC8B7AdglYgMAIDwv6vbHaRLknav2p1HlVaW93LxMKDvbNdEUaEqLumeetHzRqKARXbZrgkbXK2JeubOm9eli8VQ1Z7MwUpEthGR7aLfARwK4HkAdwOYEK42AcBd7Q6ykSXfvD6vlybLbF3Tqh0u1IQtvl7rh/Jluya+NiOfG9Qn4WtNMFS1r51Dgf0B/FJEotf5hareJyJPALhdRE4BsBzAse0P0y2mJ7abMv3G/pj6j8nmWfnQrbI9iT0DqzVho1sV963xR+CKTac1XqHuLJp8Td7l/dIcEjznwbW48uDtbQ8jrcpuJ4Dmk9ttd6pqbe5aDbX7/yNlkDlYqeorALrMClTVNwCMbmdQSbBbRa6xWRM298zjzu02u2644mE5M3wLV6yJLb41/ojN4cq1UEVmeXNLmzhXQlWjMwZ5nSmqMtuds1oMdeSKb40/wttDhC5y9cxAL4MVNTb9Rrf20ih/ru2ZA+6FqzQeeuws20OgNrlYE77YZ0mTw/mUiHfBypVuVVwRV2uvqtPn7ezlRPaiuLwBYbjKxzkPrrU9BKe5XBORbd64xfYQGjrh55Mw/ZIFtofhNa+ClYuhiojcl+VwIMMVVdn0SxZ4EbBcPByYxy1tcuFDqJq27TVOnCkYHQ5MeoZgI99/J/2JOt/Z4Y623rMRD88QzJUPe+XAlq6VC9eRz3KGYDxcPXzfhCZrNjf14n0zP9flgOcSX2rCN3mFq3ZqwnVeBCsfQlVk2rbX4ArYD1dpZQlRaV8nr9BFZFo7IaqeZhunZhuYZqEq6lr5dJYgUSRrTdQa1/MiE8MxyotgReaZClJp37OdcMWulb+2eeMWvLfTibaH0bRrZTpMJTX9kgU4cMwcK+9N9rhSEy6Khy4fO1vOByufulWRc1+7Blfsar9r1eiQ4C07HmVjOAA6B7osISuayF7lgMVDHu2pF65shara988SsNi5Yk2UmY8hy6vJ60SRqp4pyA0INVLVCe2sierwYTI94Hiw8rFbFTn3NXcuvxC/tpXNblWtdg9H8lIMftnmjVucOc08Okvw4fsmWO9WxbU7nnMeXFvZgOUjl2oCCC614LrobMXplyzArh9/Eo+sd2/urtPByncuhSvArVAVMTHXqyoB63+u+I7tIZAnqhKu2K2qrqsuOmHz74+sv8OpgOXsHCufu1Uumn5jfww6x/YokvvqiJPqLv/NCzd3WTZ8zY0AgBnXA1NOPTzXcRVlw6oVXYKUzxfcjOOk3WL4dl/BKmNNpBMPVXH1wtUBWxd/ohY7VjlzrWvlotquVaNQVe+xKFRFZlz/K3MDI/JcWQ8Nfm1Gf3arKqpRqHKJsx2rMnHlLEGXff+dY/Hw53smWverI07C4gdHN3w8Cldl6V6VEffQi1WWMwfLHKZYE/mIulhFdq6cDFY8DGjeoHP2tz0Eo4YdPL9puALqd69qw1a9dRauGdfe4HJQlsOALnFp0nozx3z2t4nWu/OJr7Rcp1X36v1Ng+su//f9Pkg0hjz1WdUd6GZ7FOSrNAHr9P/aseU6zWrCyWBFlBceKiTqrFGYInJN3ocBkwSqJBisiMgKHvpoLWm3Klo3SdcqjqHKLayJxkyFqnjnylSQqsXJ6wXhJHYid/hwvZ40oSrLcxiqKM6HmjApr1AFMFhVguvzqx7+fM/EE9fjhh08H8MOnp/DiIjsyhKq0jyXoYooPwxWRERERIYwWBWIhwPzMezg+Zg2+Dp2sKgUfLhOD1GRfKsJBiuyKsshwEZOWLYIJyxbZOz1KH/Xru5tewhETnHp3oGUDYNVgWxcJNTl+VWmQlVtmJo2+DpMG3ydkdem8nF5kq5ve+ZUDqwJs1oGKxH5mYisFpHnY8v6isgDIvJy+N8dY4+dLyKLRWSRiKQ797fkeCiwHFgTRJ2xJoi2SNKxugnAmJpl5wGYr6rDAcwP/w0RGQFgPIC9w+dcJyK8Vq4lVehWNZNj1+omsCa85Oqe+VUXneDlnnnMTWBNeIk1YV7LYKWqDwJ4s2bxUQDmhL/PAXB0bPltqrpBVZcAWAxgv7SDGnrTqWmfQh4xPa+qmTzClY2aoPLydeMRx5ogk3yviaxzrPqr6koACP+7S7h8IIBXY+t1hMu6EJGJIvKkiDz5zoaNnR4r670CeSPmYjpVtQqab2W0JnIdKZVa2quv58hoTazHulwHS2SK6VvaSJ1lWm9FVZ0FYBYADN1zpJY1TNEWpkOVJ2cAZqoJEdm8TplvwDx5l/dtD8Eq03vmSUNV727LbF4kNFNN7CpD6q5TNlW/pU0R3arRJx+HObOACRN3yOX1s3asVonIAAAI/7s6XN4BYPfYeoMArMg+PCJvsCYc59pcEt8PdyTAmnBcFWti9MnHbf59zqx3cnmPrMHqbgATwt8nALgrtny8iPQUkaEAhgN4vL0hlkPRhwFdm7hu4xBgXAGHA1kT5JXe3Zbl/RasCXLG6JOP6xSqInNmvWM8YCW53MKtAP4IYC8R6RCRUwD8AMCXReRlAF8O/w1VXQjgdgAvALgPwGRV3WR0xESWsSbMuGLTaYW9VxX3zIvEmvAPa6Izk+Gq5RwrVT2+wUOjG6x/GYDL2hlU2VS5W2W7U5UH1kT7igxVrilqAzJzZp+mj0+a9Lax92JNmFHV+VV510S9TlU9c2a9Y2TeFa+8TkSFqnKoKkqrUJV0HSJKj8GqAFW94rpr3Sre5sa+Koeqoi54mCYw5TV5lyiJImoiabcqYqImGKwM67XubvRad7ftYVjnWqiKMFzZccWm0yofqoqQpQuVx+RdSq9qhwFtz6lqpt2aYLAi41wNVRGGq2JVOVABxW1A0u6ZE9lS9ppgsMpJvGvVa93dmPbylzDt5S9ZHFExigpVnlwc1Aifg0mrsV+7undBI7HD5b3yWuxaFe/Spa/h0qWvVapbVYWaYLAyYPQXP7f5J65qhwVd71TF+da18jFcJR1zWcOVTxuQCMOVHVc+NQNXPjXD9jByV5WaYLBqQ70wdeBRzc8gzrtzZetSCz6FqgjDVT6yzKfKM1zZuF6PjxuQiKvhatetN2LK3yzf/OO7S5e+1mVZFLDyDlmsiXTS1oTpewXmqjbE1Jr//x4raCSNx/LwXRcmen4Urr43/HfGxmSLj6EqMm3wdfjesm/bHkZiaQKLjXsMthP+rl3du/L3DqTkpvzNcsx4bo9O/24lvr5N9UJVrShcnfOZKXkPhwxzNli1ClFpnmMqcGUZUyvx7pWPIcvnUBWJOlcuB6xVIy/K8KzGGxqTG5i0YWrDq5c2ebTznrqPGxWf98wj0R66yYuI5iFt56rZ+kWFriShKq62e8WasCNN18q5YJVHeMkSuPIYRyvTXv5SW+HKpSuukznZQlVzWTcw7R6ObB6qump3r/3a1b1xwubb1eWvDBuQuJkz+zgfrkzJWhP1ntdo/bShqp52a6Low4Blq4nIG683vguTqGqBQ6lv6J4j9cHn3Tyun0XSw4GtpA1ZRQcrm92qPM8KfPyu3+GZdc9Lbm+QgIhoHoEqD/2fThaW0oaqetJsTKJ5Ww/fV0ywsr0ByfPU8kmT3oaqWq2Jkb130/v3OtXmENrS554eubxu2oBVZLAqc038y7+sw7JlH9WtCSc6Vttt9yKA3WwPwzlp5mEVGarKcPivmRU9Xrc9BOyz9QDbQ0hs1ciLWoYrE6EKSL63XuSZhrY3HkXYY49utodADbg4F6sKNdGME8GKmktyiLDjykcLCVdlD1XkhyufmoGeu9vv6FV9A0LuiM/FahSyiuhWsSYYrLxh+yxCBipqJknXyrSoC2YrYHEDQq6yNeGdNRHgdaw8U4WrtxOlseHVS40dakyKGxDySRHXxmJNbMGOlYcaHRo0fTiQXSryyYZXL829e8WNB1FnrImu2LHyFDtXRF0V3bki8smovYfZHkIlsGPlsXqdK1NdK3aryFd5dK64V07UGWuiMXasPJfHvQcZqsh38c7VgWPmtPVa3IAQdcaaaI4dK4Nul2UAgIEW3jvqXrXTrfIlUOV5cVAqj3jn6sAxc1JfKNSnjUeeF0KkcokOBz65cHHq57ImkmGwMiAKVL7yJVARpZUlXPm08SB/jLtvEuaOmWl7GJmwJtJhsGqDa4Fq2stfAiYBP5v5LgDg5Enbdno8Wg4wTJFZRV/DKo3acNXIMZ/9bVFDooo5efJZANwKV606VwxT2TFYZeBaoKpVG6jiy095+sOCR0Nl53KoirS6mChDFZkWhalaLoUroOuZgieO28/SSMqj5eR1EfmZiKwWkedjy74rIn8RkafDn8Nij50vIotFZJGIfCWvgdvieqhqhqHKDNaEv+pdjoGhqn2sic4ahSrXMVSZkaRjdROAHwP4ec3yq1T13+ILRGQEgPEA9kZwV+XficieqrrJwFitSRum/nL0RAycNyun0ZADbkKFa6J2ozEWjTci957WL+/hpBY/NFiGUOXIxPWbwJpIzLWuVeSWuY+XIlzZromWHStVfRDAmwlf7ygAt6nqBlVdAmAxAK//V/K5QxVXlm6VC2cEVrkm0m5Axs5eA8De/fwa4YVEzWJNEG3RzhyrM0TkGwCeBDBFVd9CcKWBR2PrdKDB1QdEZCKAiQAwcI9ubQzDvLKEKSqcsZoY1H2HnIeaXLsbjrGz1zjZuaJCsCYacLVrRe3LeoHQmQD+GsBIACsBRHd3lDrrar0XUNVZqjpKVUf17edGsLpdljFUUVZGa2KnrXrnMsi0TO2NR50rqhTWBFVSpo6Vqq6KfheR2QB+Ff6zA8DusVUHAViReXQ5Y4giU8pSE9xokCmsCaqqTMFKRAao6srwn38PIDoT5G4AvxCRKxFMShwO4PG2R2kYAxWZ5ntNcONBprEmqKpaBisRuRXAIQD6iUgHgIsBHCIiIxG0b5cC+BYAqOpCEbkdwAsAPgIwOcmZHrIJ6PE2sLFPps+QWJUD1Q0ju3s/gd2FietAMTXxzPqVrVYxghsPv9k++ylSRE0UhTXhNxdqomWwUtXj6yy+ocn6lwG4LMtgerwd/Nd0wKpyoIr4HqpcUlRNRBfeXDXS/Bl1/Z++lPOePHfnE1/B6JP72B4GgGK3E3lhoPKfC6EKyD55PVdRwCKiIASZvro5QxURUT54SxtyniuHAIlccOcTpbtQOVGpOBusiphzRe5a330oAGDrD5dYHgmRGxioiPzgbLAic1ycXxUFp2TrsWMFBIcE85hvVUWuXQl+2E9bX7T8PNwKAPjBvvWmMxGVS5Ka6OIx8+PIwsk5VlRuSUNV5IZhY3IaCZF9aTcg5y24NaeRUNW5cp/ATKHKIU53rPI6S7BKiupWpQ1LlA27Vn7Ie8Nw3oJb2bkirxQRlpZ9biYGPzYp9/dpxelgBQA377gMX9fBtodBMTZC1A3DxuCUxfcV/r4uajdcVf208vhhwDuf+AqO+exv23o9W3vX5y24FXBgI1IGVa8J03zvOLXL6WB1847B9adul+zhysY1rEYdMwQrTyr8bbsw0a1yqRNVVLjqv9s7ub9Hu7KGK1sbkHtP6we8avaSEVnUm1uVJly5tsFwZQ/dZwxV7WFNdOXNHKssAcnmhUEH3Hy5tfcGyheqqKu017biBqSxJGfcubYBKdLy5c5cGN0o1kRnt8xNd2ehKtdEM053rGpFQalV98qVK60PuPlyrDzpgsLft51QVeUwNeXi4B6xx4yzPJAUknSuXNl4RN2iDRY6V0nOAmwUrqo+WXzSpLdtD8E4V2rCFwxQ6Yiq2h4D9hnZU++/f7cuy6NDgY3EA5YrYWrUMUO6LCsqXFUhUOV1KDAKVQBwzLgOPP/cB5LLGyUkIm0XpitXV7/3tH5dlhUVrrJeVsG3MJXXoY94qFJVqzXRZ8hIPeg7820Owbi5Y2baHkInF78+zPYQjMmrJk48LLj8zxcOPxQLnn26bk141bGq5UqYckEVQhWQzzyreKjykSsBKo2eu1+Ue7iqSqjKQ7TxODH8v9gvHH6oxdFQEcoUqvIQ1UQSXgcrX0TzrWwcFmzGp0BF9fkYqiJ5hqssoYqBKpBmA0Jt6LgU467vvGjuqV27u3ljoGotbU14M3m9DIqe0L6++9BOP7WPkd/dKp9DVSSPK6C7dlV1oqTGXb8G464vrq4ZqvLBjpVB9eZX1WoVrkx1teoFp/Xdh2LrD5cwVIUYqvIXza8ae3HjycJJNiRJ9+R5+C87dqoK1NG8U2uyJuphoEoma00wWDkmy5mEaeZXMVQFfA5VVTTu+jUtNyRpQhWDlH8+6HjV9hDMaBGqkkpSE/UwVOWPwcpB7Xa1yh6eeBV2fzTrVKUV34u/95KrM79OGUPVpElvY+bMPraHkbvFU8/EsOnX2B6GM2o7W62CVpVClc0LhXKOlYdqg9cNI7tbGomf2K2qrjKGKhN8Ogy4eOqZtofgrKLnaJVZOzXhdLA66S3eI7CRATdf3ilgVSlctdOtYqgqkKFDHvVk6YQxVNXnU6iKeBuucqyJOAas9rRbE04HK1+MOmZIoonreXpmbkfds//K6IZhY2wPgVopYANi8jBjVfkYqiLehauCQlVcPGBV6TBgO0zUBIOV52zfk9An7FYRlYt34YoqwflgxcOBzd3X+xt4Zm4HAGDqokctj8ZdDFUFsrBnTunv6edzt8o7Fmti6QP7Yt/j9sA9Z2y0NgZfmKoJ54OV62weAryv9ze6LGO4IqsYqqxKGq4YqgpkOVTFMVw1ZrImWl5uQUR2B/BzALsC+BjALFW9WkT6AvgPAEMALAXwdVV9K3zO+QBOAbAJwJmq+ltjI3aIa6GK6jPdrSqiJnp264shO3SeS7bozV8Y/RxUTq3C1dplq4y/p83tBC/BUF9tqIrcc8ZGHPHjHgWPxo4kl1zIYycjScfqIwBTVPVTAPYHMFlERgA4D8B8VR0OYH74b4SPjQewN4AxAK4TkW5ZBnfzjstw84680TJll9MhQCs1sVffEwwNPyfsVlWZte2E0yzVRKNQFWHnKl8tg5WqrlTVBeHv6wC8CGAggKMAzAlXmwPg6PD3owDcpqobVHUJgMUA9jM8bqtsngV4X+9vtOxWlf1woO2Lg9qsCWfDFUOVF/LoVgH2txNOTmJ3vCaqHK5OPGzR5p88pLryuogMAfBpAI8B6K+qK4GgqERkl3C1gQDiW/aOcFnta00EMBEABg2qv6MSTVxn1yq9qYsexfS99rc9DOPShKoiJqznVRNbfaJ3w/d0NlxZtPcBc5o+vvCRCQWNhGzUBFEjtYcDi5hfmHjyuohsC+A/AZytqmubrVpnmXZZoDpLVUep6qi+O/nTAea8KorkWRPdpFfT93ZqD93ynnmrUBWtU9Y99B/se3yi9fLqVsWxJkIOTVhvpqw1UWvZ52bm2qGqlShYiUh3BMVyi6rODRevEpEB4eMDAKwOl3cA2D329EEAVrQzSFcuueBbqCr7IcFm8u5W2a4JJ3Rcan0DkiRUxVVlQ1KroFDFmnCgJtIqe01csNMXccFOXyz0PVsGKxERADcAeFFVr4w9dDeAqL8+AcBdseXjRaSniAwFMBzA4+aGbIftK6tnVaZwlfQwYAGhyomacGoP3SNl35DYwJrwG2vCrCRzrA4E8A8AnhORp8NlFwD4AYDbReQUAMsBHAsAqrpQRG4H8AKCM0Umq+qmdgd60luDOdeKGir4AqBO1IRVlg//ZdkzjyvLKeetDgMW0akKsSZYE84pulMVaRmsVPUh1D8eDgCjGzznMgCXtTEup9juVrU7t6qsE9ltqXxNOH62U1Jl3JDYwppgTdAWvPJ6Ey7cXNmUqYseLdVhQbKkJBuQSFkPgaxdtqrIblW1sSaoBoNVA2UJVFXA+wAWpGQbkAg3JJQZa4LqSHUdq6ooc6jiYUFKraQbD6LMWBPUhFcdqyIuu1DmUEXlc+9p/WwPoRR83ENPev2qquGZgWb4WBOuYMcq5GqgyuOioNFcK986VzcMG9Plkgs8DBiEq7Gz15h9UYf3yNs9+6mRaEPiw+TdZqGKc6tywprwxoDl4bZtJzvv71XHCshnQrmroSpvPk5mv2HYmM2/M1RtYbRz5fAGhNipSsJ414o14YUBy/ffEqos8rZjFYWhJ+9c2tbzq87V7tUPP/3Jxg9ufozBKi4KV5m6V55sOPLaM49zeS+doapArInNXK6JZkHqxj+9j3/8dPH3mPQqWP35tK6XSSlzQCry3oCuBKymgYoSadW9GnvxWQWNxG+ubEziG46r5y1puN5ZRw8tYjjl4kl4coWLNeEir4IVlRtDVb4YqPzj+gbEZYunnolh06+p/yADlbd8qAnv5lhRvmxdSJShKl8MVdndc8bGws+QyjJXpFk3q6o6zbWKbpDMUNU2X2oCCA4HFo3BiqxjqMoXQ5Vf2tkjZ7hqgGHKaz50qeK8CVb15ldRfvLsWv3w05/s9JPV/S/8zuCo/LPozV+0XKdMoaqISbrN5LmHHu2Nm9iA2NhDd1qJQxVrIpmia8KLYFXFUFXkxPUime5OVTVcJQlVZJ7pDYkrp4cTZcWa6Mr5yetVDFWuMHGmIA/zmcdQZdc9Z2xs66yoIjYatk4zp2piTXTmdMeKocpvRYWqKnWtGKrckGUvveg9cR4SpCKxJrZwpmP17rifYNu5p+PdcT8BAHTsNMnyiOxx7TBgoxs3u9SNuv+F3+HQEV+yPQxjNmx6kyEqxvZcknruOWMjFj4yoeHjnEhu37B/2tn2EHLjak0AXa9z5fuhvbScCFYfLx4MjMTmUAUAg96Y2fJ5VQ5fRZu66FEMGP9N28NoqmzhivzkUqCK9tCrdFhw1tLZnf59xYwLLI2kuu45YyMmnnuw7WHUVURNOH0okCitKh0WJPe4FKqqqDZUAcC5Uy63MBKqMq+DVZKuFpmz8rabbA8hEYYrssHlUHXjn94v9ZyrWUtn1w1VEYarYrnarYrLsya8DlYAwxXVx3BFRXI5VJVds0AVx3BFRXEiWL3f7+O2nl+mcOXaxPVavnStgCBcRT9Vde8lV9seAjmkLJ2rqEOVNFRFzp1yOQMWdZJHTTgRrEwY9MbMUgUsojT+e+17DX9835AwHJrnc7hKG6bq8b0mXDwj0Hcma8KJswIB4KmTt3yoz/ws+2z9eLjy7axB17tVAJw/M7Bq/nvte4nWi29IeJYUAX5eRNREqIqwJqiWqZpo2bESkd1F5L9E5EURWSgiZ4XLvysifxGRp8Ofw2LPOV9EFovIIhH5StpBPXXy+52CVlbsYJnlc6gyeTjQRk1UFbtV+TK1l15ETQz528FGxkr5m3XFg7aHkJmJmkhyKPAjAFNU9VMA9gcwWURGhI9dpaojw59fA0D42HgAewMYA+A6EemWZXCmwpUPhwl96Fb5NL+qHoPzrazVRCQ6zJfFuVMu9yKw+DDGvQ+YY3sIbTMUrqzXRDt8mnvFw4D5a7cmWgYrVV2pqgvC39cBeBHAwCZPOQrAbaq6QVWXAFgMYL+sAzQRriKuhqy8Q9XNy08x9lq+hyug/YBluyZMiOZe3XvJ1U4GGBfH1AjDVTlqAvB/7hWZ005NpJq8LiJDAHwawGPhojNE5FkR+ZmI7BguGwjg1djTOlCnwERkoog8KSJPrn13bfqRt8nVkJWHk/a4wfYQnGSig5VXTbQ1qAyigOVToCGzth/cH9sP7t/26+RVE2+vWdP22JJguKJI1nCVOFiJyLYA/hPA2aq6FsBMAH8NYCSAlQBmRKvWebp2WaA6S1VHqeqo7bfdPu24jbIdsMa8/3Nr703ZA1aeNZF6MAYxZFVbFLDiP3967plEz82zJvr065fh02TDcEWRLOEqUbASke4IiuUWVZ0LAKq6SlU3qerHAGZjSxu3A8DusacPArAi9chC7ZwhmJbNgBWFKx9CVhkOB9YTBay16/dsua7NmiiSK+Gq2c2OyQ1VqQmiVpKcFSgAbgDwoqpeGVs+ILba3wN4Pvz9bgDjRaSniAwFMBzA41kGV2SoirN1mDAerqIfF/l8dqAJNmvChngHy2bQcjlcnXX0UNtDsKqMNcGuFUXSdq1EtUv3tfMKIgcB+AOA5wBEl0i/AMDxCNq7CmApgG+p6srwORcCOBnBmSJnq+pvWrzH6wDeA1DMQXQ39QM/vyuff7Cq7tzoQdZEYVz6Ttjg0udnTbjBpe+EDS59/oY10TJYFUVEnrQ9t8Qmfv5qf/56qv434eev9uevp+p/E35+Pz5/aW5pQ0RERGQbgxURERGRIS4Fq1m2B2AZPz/VqvrfhJ+falX9b8LP7wFn5lgRERER+c6ljhURERGR16wHKxEZE97dfLGInGd7PHkIb+WwWkSejy3rKyIPiMjL4X93jD2W6q7vrpPGd76vzN8gDdZE+b8PrIl0WBPl/z6UqiZU1doPgG4A/gfAXwHoAeAZACNsjimnz3kwgH0BPB9bdgWA88LfzwMwPfx9RPh36AlgaPj36Wb7M7T5+QcA2Df8fTsAL4WfszJ/gxR/K9ZEBb4PrIlUfyvWRAW+D2WqCdsdq/0ALFbVV1R1I4DbENz1vFRU9UEAb9YsPgrAnPD3OQCOji137q7v7VBteOf7yvwNUmBNBEr9fWBNpMKaCJT6+1CmmrAdrBLd4byk+mt4BeLwv7uEy0v9N5HOd76v5N+ghSp/9kp+H1gTLVX5s1fy++B7TdgOVonucF4xpf2bSNc73zdctc6yUvwNEqjyZ2+ktH8T1kQiVf7sjZT2b1KGmrAdrKp8h/NV0Q1Kw/+uDpeX8m8ide58j4r9DRKq8mev1PeBNZFYlT97pb4PZakJ28HqCQDDRWSoiPQAMB7BXc+r4G4AE8LfJwC4K7bc6bu+pyVS/873qNDfIAXWRKDU3wfWRCqsiUCpvw+lqgnbs+cBHIZg9v//ALjQ9nhy+oy3AlgJ4EMEKfsUADsBmA/g5fC/fWPrXxj+PRYB+Krt8Rv4/AchaNE+C+Dp8OewKv0NUv69WBMl/z6wJlL/vVgTJf8+lKkmeOV1IiIiIkNsHwokIiIiKg0GKyIiIiJDGKyIiIiIDGGwIiIiIjKEwYqIiIjIEAYrIiIiIkMYrIiIiIgMYbAiIiIiMuT/A5Qw7ljVFqPtAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "radius = 12\n" ] }, { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "radius = 14\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
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\n", 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\n", 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\n", "text/plain": [ "
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YRGkVsSjd5VAFcCrQazYPu2AiVJVxXKv7/rR885oroqJEXxPPKml3q1HaUBXdJ8v9iNLIWxM+cy5Yffrfp9keAnXAThW5yucF42nDFcMRkZucC1YAw5Wrhg1912ioOuX2fokOGmqCz10rn9c9VZ3pT+VJw5WJUMXOFRWhzp2qiJPBitxThS4VwxX5oFO4YhiiuBOP3932EKiBs8GKXatkLjxvQGFrraIOVRVCVYThqvqKng48/KDJhX8qbxWuighV7Fz56Sdbj8FPth4DIAhXNgNWVA9171RFnA1WZFeZYaqs6cCIz+GqSFUKbkWFq8MPmpx5oXlajY9TdPhhuPJHFKga2QhXDFNbcjpYsWuVnMmulY0OFcNVMkWFnyqFqojpcFVmqLKF4cp9rUJVxHb3ihwPVgDDVdmqNO3XCcNVMftziYlwdfhBk73+tmFaDFdbcuU8gZ1CVVwZAYvdquacD1YAw1VZ6hSqInUPV1UOVZE6hSIyr/9zu+CWycfaHkaqUBXH7lX5vDnyehGnuzm/z5W4aP2ZRvfpI1cCVdGnuGnF11Pf5D3dTZJQ9b01V5d2IuYiT77McJVO1LWq61Ha+z+3yxbbonB13JQ5ZQ8nc6iKnHj87rhh9iJDo6FOvOhYRfJ2rga+snuXCxCEK1f0Gh5c4j83XqgYdetcpblfkYGHyDXNQlVc2d2rvKEqYrpzxWnA1kRVs99Z5HkA6wC8B2CTqu4tItsDuAXAUADPAzhWVd9ot5/dtt9OZ3zuM4kfN2nnKgpPaZTZwcoalP66tPV1WU7M7ErHKmKjaxX3wJRVeOGZtZLlvqZqQkSyF2YLH5/W/MzwSTw56aDCOldRcNtp53m59rNqxVgTw2mr7MXr8XMI2lz7dPfFx0FVrdZE9+HDdIepF2UZwhY6haekiupemQpTzZjoXNkOVY9u7G718QHgv6/7Dt5a8WzTmjDRsTpIVUeq6t7h7+cCmK+qIwDMD383KknnKkuoAoIOVtFdrLzdJ3aunFd6TXSSJ1RF9y+qc7XTzvNyhypynhM10f+5XYyFKqD87hX5oYg1VkcCODD8+SYAfwBgfIFDFK7i3ausYaqZKFyZ6mCZDkO9hrfvXCXlWrcKsLfWKrL+HeN/k1Jqopm8gapxX1HPxMQn9e+tudpooIr2VUbnqm4+PHBX07ssrSZMBqlmTK69KrJTFWmcEkzbwbLdrfJB3o6VAvitiDwqIieH2wao6koACP/t3+yOInKyiCwUkYVvbcj/RmYyVMWZ6GAV1WFq3G+WaUAyzkhNmBiIyVDVyMQndXapasNITby/dl2qBzXdnerE1+5VmrVXDFXJ5O1Y7a+qK0SkP4Dficifk95RVWcAmAEEa6yyDqCoQNUoawer6Gm7aP8muldkhJGayLvGqshQFcn6Sd10p6oRO1fOMVITvXfZTYEgMK3Z9aVSQ1NSWWuijE5VO/Fw1aqDxVCVXK5gpaorwn/XiMivAewDYLWIDFTVlSIyEMAaA+N0RtJDNJS9DirL47k4Deg7F2qijFAVd8vkY/HkpIMS376sTtVOO89juHKAyZqIwpSLoSou3r1qF7JsB6pmopAVD1gMVelkngoUkQ+JyLbRzwA+B+ApAPMATAxvNhHAHXkH2cqyE64ratdkWdmnuDHBhZooO1SlfVxO/9WLCzVhW6spQhdDVZysG7/5QunkWWM1AMACEXkCwMMA/ktV7wbwQwCfFZElAD4b/l4pZXxzMIspNyY/X6AP3SoPw5XVmrAVqpI+vo1QZfox44c/KFrjY3l6sM7avk/E3TL52M0XwP1Q1Wj0yAMweuQBtofhjcxTgar6HIC9mmx/DcDBeQaVBLtV5BqbNWE7VEU+Pu3eVNOCPrr0/AmFH8+qVYC7++LjvDqXn+33CRfdMvlYYFq6hfjkF6+OvB5xJVS16lzxOFNUZ66EvEgRnbIiO1dldsXIjn6TtrU9hEyizhW7V+15GayotTTTgVQNrgUZwM0xmVZEAGKoIl8wYLXmXbBypVsV5+qaqyo45fZ+Pq61Ko3LAcblsZliMggl3Zena62ootjF2pJXwcrFUEVE7ity4byJcJV2HwxXVKQbr9liWVwiZYQrF84T2EkRp7QphA+hKukxrooWTQdO/kq+I7Ff8tYxqe/zvb+5NddjtmL7NDeu8aUbFI3ThQXteY9rdde8FzLfd8zYIZnv24pvC9mpq36TtsUrFVzEnidcLXj8foMjsceLYOVDqIqc3+dKXAb74SqtLCEq7X6KCl1EpuUJUUn3ZyJsMVxRlcRDmc8hy4tgReaZClJpHzNPuGLXyl8fn3avE5/Ok3StTIeqdo/DcEWuyToNaFqrztdoAFc88lC5g0nJ+TVWPnWrIt9e5cZC9ik3Dmj6LcHZfY+0MJrAJW8ds/mSBRez+zMN6Kp2663KClWmH49rrqhOvvmpfW0PoS3ngxVRM3UNVwxVxSk7VJl+XIYrqhOXw5XTwcrHblXEla4V0PXYVja7VY3yTkeye+UXlw+KaCtUmX78uy8+jgHLIy7XBGXndLDynUvhCnArVEVMrPViwPIH30haMxnuGK78wZqoHmcXr/vcrXLRlBsHYPA5tkeR3Jg9mh/X565ntjxH24hXbwQATLsOmPTVIwodl02cBjTPdqeqSCYXta9d+ZyR/ZDbXFm4ntQ3P7WvkwvZ2bEqmGtdKxc1dq1ahapm10WhKjLtujvNDYwKwU/o5eHUoB9YE9XCYFUChqvOLnnrGIzZY0LbUBUZs8cEjHj1xi1CVWTadXcyYDmObyTlyhqwGMzKY7smfOtWRVxcxO7kVCCnAc0bfI57L748hn9mPpbed3Db2zQLV41Thc1u8/SrR+cbXAE4DWhelacBW2FIIiqek8GKqCjsZBERUZE4FUhEVtie+iByDWsiG9emAxmsSsJ1VkTuqOM0IBGVg1OBNeD6+qoH9uuZ6X7DPzMfADqutSIiouoaddLuuCn2+8RTmn+xqSzsWBEREVFl3HTNV3DTNV+x9vgMViXidGAxhn9mPs4fMh3DPzN/cxeLiIiqbdRJu2PUSbu3vN5WuGKwIquyTgM286UXFuNLLyw2tj8q3qoVY20PgcgpXMDuP66xKtFlO51Z+mO6vL7KVKhqDFPnD5kOALjohdOM7J+qxdcDIRIVxbeaaNelahR1rcpcd9WxYyUiN4jIGhF5KrZtexH5nYgsCf/tG7vuOyKyVEQWi8ihRQ3cR5wKrAbWBFFXrAmiDySZCpwJ4LCGbecCmK+qIwDMD3+HiOwBYDyAPcP7TBeRbsZGS6nUoVvVTtS5KsBMsCa85Nsnc4/MBGvCS77VRJpuVVy0oL2Mhe0dpwJV9T4RGdqw+UgAB4Y/3wTgDwAmh9tvVtUNAJaJyFIA+wB4MM2ghs38Kk9rU2Gm11W1c/6Q6canBG3UBFXbmLFDbA8hF9YEFS1roGrlpmu+gjm7fTjz/Z9e92rL67IuXh+gqisBIPy3f7h9EICXYrdbHm7bgoicLCILRWThWxve7XJdVUOVjTVWrimjU9WowM5VnNGaaLzuyUkHGR4uUeGM1sSmv7xV6GDJTZ2++ZdVnlDVienF69Jkmza7oarOADADAIZ9dKRWNUzRB0yHKk++AZipJkSk6W2oenzvVmWQqSZ677Iba6ImighSZcoarFaLyEBVXSkiAwGsCbcvB7BL7HaDAazIM0AiT7AmHOfiWpJRJ+2O1f16p7rPgFfeLmg0xrEmHOdqTfgu61TgPAATw58nArgjtn28iPQUkWEARgB4ON8Qq6HsaUDXFq7bmAKMK2E6kDWRUt2nN7O+gaQNYhaxJjJ4Zdo620OwpqxQVeQ0IJCgYyUiv0SwAHFHEVkO4PsAfghgjoicBOBFAMcAgKo+LSJzADwDYBOA01X1vYLGTmQFayK/skOVi5/M81jdr7dTnSvWhH+qVhNJFR2qgGTfCvxii6uanvlWVS8FcGmeQVVNnbtVtjtVRWBN5MNOlZlP5S6FK9aEGXXtVlVh+i+Op7QhotLUPVSZ5tG0IJF1ZXSrAAarUtT1iOuudatKOuwCtcBQVcwnc4Yr8llV1lXFMVgZ1mvdPPRaN8/2MKxzLVRFfA5XPgcTn8duSpFvIAxX/qvjNGDVpgAjDFZknKuhKsJwVa5OY161YmxJI7Gnqm8gRFmVWRNldqsABqvCxLtWvdbNw/lLDsH5Sw6xOKJylBWqPDk4aCF8CldJx1pUuFq1Yqz14MZQZcaHXt+I/WavxH6zV9oeinF161ZVvSZMH3m9lg7+x7/f/PMDd5y3+ee6TQm63qmKK+IcgmV6ctJB+Pi0e20Po620AXDVirHYaedq1YztN5CrRu+U+j5nLFhVwEjMisLVg8cPtDwSM/pN2rbUcGXzUAtl10TZ3SqAHatcDv7Hv+8SqgBg/yPbf4O46M6VrUMt+BSqIj5PCQLudq6enHRQ5rGZ7C7VvVOVJVTluZ8NUQfL907W1LMfxk3LF5XyWHUKVbZ41bFqDDGN5v/fP5Y0ktZjiXes2onC1UUjfm9sTLb4GKoiVehctWKjo2Ui7JnoXDFU+ROOTOoUrlzvcEXhauLg6gUQ2zVRJmeDVacQleY+pgJXljF1Eu9e+RiyfA5Vkahz5XLAOnnUL9Lfqc2bjMk3mCI6Z3nCFUNV/lAV7cOHacE02gUvG6Fr6tnNz+QT715VIWTZqgkb04CAg8GqiPCSJXAVMY5Ozl9ySK5w5dIR18mcTKGqg/1mr8SMx75kfL8m2Q5IWVQhVDXur2rhqhVX12353sWyXRM2iKraHgOGfXSk3vfUW7aHYUzS6cBO0oassoOVzW5Vkd8KfPiO3+OJdU9JYQ+QgIgoUEyoinM9XJly17wXCn8M228gRX46P2PBKqiq1Zro96Fd9eiPlX8WnKKCVqtulQmtQljZ66uqXBOXPf4qXly3sWlNONGx2nbbRQB2tj0M56RZh1VmqKrC9F87K3q8YnsIAIoPVfHHsBWw7nl/Sqb7HbrV5FS3HzN2CIDiApbtN5Ci7dLHibcKK+LThyZCVpGBKtK4EN5Gt6vqNdEOvxXogSTfIlx++UMljKT6ocoVO/YeZnsIhcsaqvLe17Q6v4HUTZ5vHk49++FSQlUzNy1fVNq3DgHWRH0/hnjG9rcIGaiqrezOlYlgFO0jTffKZOeq7m8edbXf7JWpO1e2AlWjrY64Ge/fOb6w/bMmAuxYeaYOR2+najPdbbrn/Smld7D4BlJvaTpXroSqyFZH3FzIflkTH2Cw8lCrcGV6OvCB/XpuvhCZUGQASrPvMWOHbO5epcU3EALyTQvaZjpcsSa6YrDyFDtX5JsyukpFPwbfQCiuU7hyrVsVZypcsSa2xDVWHmt23Kvllz9k5BuC7FKRr+55f0ridVdpular+/XOOiSqsFZrrlwOVZGsa64YptpjsPJcEYvaGarId2nCFVFep17TY8uNZ5c/jizShCsGqmQ4FWjQHHkBc6T4AxE2EwWsPN0qX9ZTFXlwUKoOU9OCq/v1dr5bZevUHQSMXNe86/nsbqNLHkl2SaYFfQtVNmuCwcoAm4HKBF8CFVFaLh3viqqnVaiKVCVc+RaqbONUYA6uhanzlxwCnArccPV6AMCJp/bpcn20HeB0H9UHpwWpCJ1CVeTZ3UbjI4sXFDwaM+LhKpoeZKhKj8EqA9cCVaPGQBXfftLjG0seDZF9WQ4mStRK0lAV8SlcRbY64maMHHCh7WF4qeNUoIjcICJrROSp2LYLRORlEXk8vBweu+47IrJURBaLyKFFDdwW10NVOwxVZrAmiLqqU02kDVVUP0nWWM0EcFiT7T9S1ZHh5TcAICJ7ABgPYM/wPtNFpJupwdoSraFKGqpePurkgkdEls1EzWvCVzaO0l40Rxauz0QNaiJPqPJpvZXvbNdEx2ClqvcBeD3h/o4EcLOqblDVZQCWAtgnx/is87lDFVeVbpUL3wise00QNapDTbBTRUnl+VbgN0TkT2ELuG+4bRCAl2K3WR5u24KInCwiC0Vk4euvvpdjGOal7VARhYzVxF83rSt6rERlYE3EsGtVD1mD1dUAPgJgJICVAKaF26XJbbXZDlR1hqrurap7b7+jG11ghinKwWhN9Np620IG2c6Mx75U+mNSpXlfE0DQqWK3itLI9K1AVV0d/Swi1wK4M/x1OYBdYjcdDGBF5tEVjCGKTDFdE6++vczo+DqJQtX0EQ/k2s9pS/Y3MRyqgCq8TzBQURaZOlYiEj8x0ucBRN8EmQdgvIj0FJFhAEYAcO6ESexMkWk+1wQ7VVQEn2sCYKii7Dp2rETklwAOBLCjiCwH8H0AB4rISATt2+cBfB0AVPVpEZkD4BkAmwCcrqodF1DJe0CPN4F3t8v0HBKrc5i6fmR37xewu7BwHSinJoAPAs/Jo35h9gk0eYy8napItB92roo34JW3AQBXOfCtwLJqoixFhiofj2nlE9vfCAQSBCtV/WKTzde3uf2lAC7NMpgebwb/mg5YdQ5UEd9DlUvKrAkgCD+mw1W8S2UqVMVNH/FAZcLVgFfedu5cgVGockXZNVGkMjpVDFfFcCFUAY6eKzAKWEQUKGq6rohQVca+y+ZSkHFpLFXD6T8ywclgRRT3pRcWOzMNaJOpcGV6+q8dhqvqjaGqGKrIFGeDFbtW9fZO92F4p/sw28OonDJDFZnFUFUchioyiSdhrgEX11clDU3B7ditiuRZ0M5v/+UXhZui1lwxPJFLHl/9faz79qcBAAfc5M4pHe+feE/zKx46ptyBtMBgRaVL24m6fvhhOGnp3QWNxk8MSdXCQGUPu1WtRaEK6BpmyghZLcOTB5wOVkV9S7BOyupWcdqOfHHoVpNz76NTEJr7rftT7W9uituOm3pAqn1TawxV2TQLPVHY8jkQmeJ0sAKAWX1fwLHKF79LbIQodq3MqfP6KhOhqlHaEEX2MVCZx0D1AaeD1ay+wfGn5kj2cGXjGFZ7jxuKlRNKf9gtmOhWudSJKitcDdj5rcIfwxaGqnxcCFHRGNi56owBKrv4NKAvBu57K1Y6sM7K2W8FNsoSkGweGHTgrB9Ye2ygeqGK8rMdqoroFpX52C6EKlteWr/J9hBS4YmT8/ExVEUG7nur7SG43bFqFAWlTt0rV460PnDWD7BywndLf9w8oarOYWrS94NzxI472vJADLMdqOIO3Woy7nl/SumPmYergSoaV9Gf0M9YsKrQ/ZviW5By9ejrPocqV3gVrCLNApYrYWrvcUO7/F5muGKgyi4KVVXiUqCKi4JOGQEra6hyNUw1M3DfWzFu6gG4avROxvfteqjyLUy5rEqBKupa2ZoW9DJYRVwJUy6oS6gqYp1V1UKVq4GqbHUIVUVyLVT1fq8HgxR5wetg5YtovZWNacF2fApUlIxPoarIzlWWUOV7oDpjwSpjXSvXQlUVnb3Xo8Cx23TZNm/OO6WPo0qdqjIJ+rS8zpvF61VQ9oL26LQwzU4Pw1AVqFK3yqdQVSSbi+RtMxGIGKrsGdsQtMg93bbeH9223r/tbdixMqhxfVUzncKVqa5Ws+D0Tvdh2GbjMoaqEENV8U5b8sF/QD3HXdn0NmOPbX3/DXPPND2kpnzvVsXl6VwxVNmXNFzl7W7VoVNl6vALnYJUI3asHJOlq5VmfRVDVYChyg+twphJVQpVkSwBiaGqPGfv9WjufbC7VY60oQpgx8pJebtaVQ9PPAr7B3wJVXkCUs9xVxbWuapiqIpkCUrTD/xC0+0/XDg/73AoZCJUReLhKk0Hqw7dqryyBKoIO1Yeagxe14/sbmkkfqpKt6oOocrkPhpVOVRl0SpUkR/GHrtNoi5W3UJV2gOGJllD1YnTwWrCG/xqbSsDZ/2gS8CqU7jK062qSqjyhclAZHJfDFVdMVRVRxSwOFWYXBSm8gaqCKcCDUiyaL1oT9y2HO/stq/tYZSCU4HuMzndEReFq7IWtdcBQ1U5iqqJdsYeu42VQzi4ptkidlMhqhmnO1bUme1zEvqE3Sqirhiqqi/euarbNGBcfEqwyFAFeBCsOB3Y3t29v4wnblsOAJi8+CHLo3EXQ1V5bHwyp/QYqspjuybGHrtNrUNVxOR0XzvOByvX2ZwGvLv3l7fYxnBFRJ0wVBEVp2OwEpFdROReEVkkIk+LyDfD7duLyO9EZEn4b9/Yfb4jIktFZLGIHFrkE7DJtVBFzZnuVrEmWrP9yZw6KyJUsSZac6EmLp+5A1Zf8KLtYVi1ZuGPS3usJB2rTQAmqeruAPYFcLqI7AHgXADzVXUEgPnh7wivGw9gTwCHAZguIt2yDG5W3xcwqy9PtEzZFTQFaK0miBzFmiAKdfxWoKquBLAy/HmdiCwCMAjAkQAODG92E4A/AJgcbr9ZVTcAWCYiSwHsA+BB04O3xfVO1eTFD2FKhb8haPsbgayJLbnwqZw6K2oKkDWxJRdq4vKZO3T5ffUFL2LABX9raTT1kWqNlYgMBfAJAH8EMCAspqio+oc3GwTgpdjdlofbGvd1sogsFJGFr7/2XtPHm/DGEC5ez6iqa63ShKoyFqwXVROFDpqoQEXVxPr33ixy2LVR9ynBMiQOViLSB8CvAJylqmvb3bTJNt1ig+oMVd1bVffefgd/OsCud6uoPEXWhKkxlsGFT+Z1Nm7qAYluV8aC9SJrok+37QyNsni2a+LymTts0a2KY7gqVqJgJSLdERTLbFW9Ldy8WkQGhtcPBLAm3L4cwC6xuw8GsCLPIF3pWvkWqqratUqi6G6V7Zpwhe03EEqmpFDFmoA/NbH6ghdrEbDWLPxxqQvXgWTfChQA1wNYpKqXx66aB2Bi+PNEAHfEto8XkZ4iMgzACAAPmxuyHS4cXT2LKoWrpNOAJYQq1gT8eQOh4rEmAqwJApKd0mZ/AP8C4EkReTzc9l0APwQwR0ROAvAigGMAQFWfFpE5AJ5B8E2R01W1+SKqFCa8MYTfEKSWSj4AqBM1cdqS/a2diJlvIG7oNA1Y4vGqnKgJm1ypiXZTgM1EXasqLmovu1MVSfKtwAVoPh8OAAe3uM+lAC7NMS6n2O5W5V1bVfVvCZat7jXhyhtIo5+un534tqvBb0eZxJpwoybShqo4fmPQHJ6EuQ3bgcqkaEqQAYvycOUNJC5NoIqr8hsJj6xeHhdrIqsq10SZeEqbFqoUqqqO5wEsR5XeQCJ1WLxLxWFNUDMMVk1UOVRVaTE7BeusTltS/ElFXXwD+en62Zm7VXG+vpEkPcwCFcO1msgzDdjI15pwhVfBqozDLlQ5VBFl4dobSBH4RkJpsCaoHa6xCrkaqIo4KKiv662uH37YFodc4DRgIOpamfyWoMtvHiY6VY18WV/CTpU9LtdEEXypCdd41bECggBkOgS5GqqK5uO04PXDD9v8M0NVcVx+AzE55dGIn9KpFdaEX2wdagHwuGMVhaGFc5/Pdf+6c7V79eNPfKz1lZuvY7BqlPfYVqct2R89x11pcERmFfkGEnH1Uzo7VXa4HKiAetdEo5dHD/7gl9FT0f3H37IyDq+C1Z+/tuVhUqockMo8N6ArAattoKJE8ixmdzlUlWn1BS/i9D7HY+637rc9FAAMVTa4HqjK5uqBRLuEqQYbz7ITrrybCqTqYqiyi6FqSy4EGhfGUCdn7/UoQ5Un2oUqm7zqWFHxbHWuGKrsYqhqbdzUA0rvXMXfMK4YvSzRfb551LCihlMLDFPJ2JoWdDVENcOOFVnHUEWuK7Nr5NMbCFEZ8tTExrOmGhxJMt4Eq2brq6g4RX5j8Mef+FiXS1a/feb3BkdF1F6R4erl0YM3X7K64vZknS3aErtV7jFRE5Gyw5UXwaqOoarMhetlMt2dYrgin5l644gwXKXHUOUW0zVhg/NrrOoYqlxhYr0Vp/nIlA1zzwRmmj8waBpR1yrPmqui3zSuuH0ZYOlr5r7xPVSVcaiFZkyvs/I9SDVyumPFUOW3skIVu1bkgzI/idtYV+Ib30OVbSYOHFrVmnCmY7X+6GvQ57ZTsP7oawAAy3c41fKI7HFtGnDy4oeadq1c6kb99pnf43N7HGJ7GFQTSddb2Zyas3UMHx8wVJXPha5UWTXhRLB6f+kQYCQ2hyoAGPza1R3vV+fwVbbJix/CwPEn2B5GWwxX1bVh7pm2h5CaC+udok/pDFgBBqpyuRCmGpVRE05PBRKlxWlBcoELoYqoaK2mA6uwAD0Pr4NVkq4WmbPy5pm2h5AIwxXZ5GKo2njW1Fqvu+LR1Itn8vAIZSiyJrwOVgDDFTXHcEU2uBiqqJpsfSOQOnMiWL294/u57l+lcOXawvVGvnStgCBcRReiNE7vc3zq+/gQqjaeNRWn/eFXtodRKnaqirX6ghe96VI1U0TnyolgZcLg166uVMAiokDZC9ezhCqfXHH7stqEK4YqSspkuHImWD164tubL3lEAcvHkOV6twqA898MpGorOvRUPVRF6hCuGKooLVPhqmOwEpFdROReEVkkIk+LyDfD7ReIyMsi8nh4OTx2n++IyFIRWSwih6YdlImABVRritAFPocqk9OBNmqiaK4ezqDZuIoKP3UJVRGT4cq1mmCoKs+m33/a9hCMMhGuknSsNgGYpKq7A9gXwOkiskd43Y9UdWR4+Q0AhNeNB7AngMMATBeRblkGZypc+dDB8qFb5dP6qmYMrreyVhNFci1ctRuP6RBUt1AVMRiunKmJuoSqc054zfYQqIWOwUpVV6rqY+HP6wAsAjCozV2OBHCzqm5Q1WUAlgLYJ+sATYSriKshq+hQNevFk4zty/dwBeQPWLZrokgb5p7pRMBKMoa8Yej0PsdvvtRd3nDlQk3wkApkSt6uVaojr4vIUACfAPBHAPsD+IaIfBnAQgSfVt5AUEwPxe62HE0KTEROBnAyAOy4Q78sY88lHq6qfgT3CX97ve0hOCkKV3mO1l5UTVAyp/c5Hj9dn/7EzAxTWzI4LTgUBdTE9lsPMDI+Mqdq04CmJA5WItIHwK8AnKWqa0XkagAXA9Dw32kATgTQ7MzJusUG1RkAZgDAR4YO3+L6MkUhy1bAOuztn3sxFVhVWQNWkTUhIlZrIuoY9Rx3pc1hJMKQ5I4ia2JIr481rQl2qagIec4rmOhbgSLSHUGxzFbV2wBAVVer6nuq+j6Aa/FBG3c5gF1idx8MYEWm0QH45A29s941NZvThIe9/fMu/7qsCtOBzURThGvf+WjH29qsiTK5MC1IfqhLTRB10rFjJSIC4HoAi1T18tj2gaq6Mvz18wCeCn+eB+AXInI5gJ0BjADwcJbBlRmq4mxNEzYLVy52snz+dqAJNmvChsZw5UMXi8plqybq3q0654TXrB2BvQ7TgFlP2Cyq7WccRGQ0gPsBPAkgOkT6dwF8EcBIBO3b5wF8PSogETkPQbt3E4KW8F0dHuMVAH8B8Gqq0VfLjuDzd+X5D1HVlgv/WBOlcek1YYNLz5814QaXXhM2uPT8W9ZEx2BVFhFZqKp72x6HLXz+9X7+zdT9b8LnX+/n30zd/yZ8/n48f2eOvE5ERETkOwYrIiIiIkNcClYzbA/AMj5/alT3vwmfPzWq+9+Ez98DzqyxIiIiIvKdSx0rIiIiIq9ZD1Yiclh4dvOlInKu7fEUQURuEJE1IvJUbNv2IvI7EVkS/ts3dl1hZ323QVqf+b42f4M0WBPVfz2wJtJhTVT/9VCpmlBVaxcA3QA8C2BXAD0APAFgD5tjKuh5fgbAKABPxbZdBuDc8OdzAUwJf94j/Dv0BDAs/Pt0s/0ccj7/gQBGhT9vC+B/w+dZm79Bir8Va6IGrwfWRKq/FWuiBq+HKtWE7Y7VPgCWqupzqvougJsRnPW8UlT1PgCvN2w+EsBN4c83ATgqtt3oWd9tU2155vva/A1SYE0EKv16YE2kwpoIVPr1UKWasB2sBgF4KfZ70zOcV9QADY9AHP7bP9xe6b+JdD3zfS3/Bh3U+bnX8vXAmuiozs+9lq8H32vCdrBKdIbzmqns30Qaznzf7qZNtlXib5BAnZ97K5X9m7AmEqnzc2+lsn+TKtSE7WBV5zOcrxaRgUBwolIAa8LtlfybSJMz36Nmf4OE6vzca/V6YE0kVufnXqvXQ1VqwnawegTACBEZJiI9AIxHcNbzOpgHYGL480QAd8S2jxeRniIyDBnP+u4SkeZnvkeN/gYpsCYClX49sCZSYU0EKv16qFRN2F49D+BwBKv/nwVwnu3xFPQcfwlgJYCNCFL2SQB2ADAfwJLw3+1jtz8v/HssBjDG9vgNPP/RCFq0fwLweHg5vE5/g5R/L9ZExV8PrInUfy/WRMVfD1WqCR55nYiIiMgQ21OBRERERJXBYEVERERkCIMVERERkSEMVkRERESGMFgRERERGcJgRURERGQIgxURERGRIQxWRERERIb8fyI2gfOxZUvKAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "radius = 19\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "for r in range(20):\n", " print(\"radius =\", r)\n", " \n", " fig, ax = plt.subplots(1,3, figsize=(10,10))\n", " \n", " cle.imshow(labels, labels=True, plot=ax[0])\n", " cle.imshow(cle.opening_labels(labels, radius=r), labels=True, plot=ax[1])\n", " cle.imshow(cle.smooth_labels(labels, radius=r), labels=True, plot=ax[2])\n", " \n", " ax[0].set_title(\"Original\")\n", " ax[1].set_title(\"Opening r=\" + str(r))\n", " ax[2].set_title(\"????ing r=\" + str(r))\n", " plt.savefig(\"temp/\" + str(r).zfill(2) + \".tif\", dpi=300)\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "5aebc2d8-5a53-4913-a9b6-2949b3e6837b", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "f31d2788-3aaa-4454-b877-5c4cf4d71648", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 5 }