wk-labs/lab2.ipynb
2021-11-23 21:40:19 +01:00

281 lines
395 KiB
Plaintext

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "637b3ea7",
"metadata": {},
"outputs": [],
"source": [
"import cv2 as cv\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "e78bd13a",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"kernel_ellipse = cv.getStructuringElement(cv.MORPH_ELLIPSE, (7, 7))\n",
"plt.imshow(kernel_ellipse, cmap='gray');"
]
},
{
"cell_type": "code",
"execution_count": 200,
"id": "453c5a62",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Final')"
]
},
"execution_count": 200,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x576 with 4 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"#Zad.1\n",
"text = cv.imread(\"img/text_no_ocr.png\", cv.IMREAD_GRAYSCALE)\n",
"_, text_bin = cv.threshold(text, 100, 255, cv.THRESH_BINARY)\n",
"\n",
"kernel_ellipse = cv.getStructuringElement(cv.MORPH_ELLIPSE, (5, 5))\n",
"\n",
"text_dilated = cv.dilate(text_bin, kernel_ellipse, iterations=1)\n",
"\n",
"text_eroded = cv.erode(text_dilated, kernel_ellipse, iterations=1)\n",
"\n",
"final_img = text_bin - text_eroded\n",
"final_img = cv.bitwise_not(final_img)\n",
"\n",
"\n",
"plt.figure(figsize=[10,8])\n",
"plt.subplot(221)\n",
"plt.imshow(text_bin, cmap='gray')\n",
"plt.title(\"Binary\")\n",
"plt.subplot(222)\n",
"plt.imshow(text_dilated, cmap='gray')\n",
"plt.title(\"Dilated\")\n",
"plt.subplot(223)\n",
"plt.imshow(text_eroded, cmap='gray')\n",
"plt.title(\"Eroded\")\n",
"plt.subplot(224)\n",
"plt.imshow(final_img, cmap='gray')\n",
"plt.title(\"Final\")"
]
},
{
"cell_type": "code",
"execution_count": 201,
"id": "6119e7d0",
"metadata": {},
"outputs": [],
"source": [
"#zad.2"
]
},
{
"cell_type": "code",
"execution_count": 202,
"id": "5aae1b5f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Opened')"
]
},
"execution_count": 202,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x576 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"coins = cv.imread(\"img/coins.png\")\n",
"coins_gray = cv.cvtColor(coins, cv.COLOR_BGR2GRAY)\n",
"_, coins_bin = cv.threshold(coins_gray, 160, 255, cv.THRESH_BINARY_INV)\n",
"\n",
"\n",
"kernel = cv.getStructuringElement(cv.MORPH_ELLIPSE, (7, 7))\n",
"\n",
"coins_opened = cv.morphologyEx(coins_bin, cv.MORPH_CLOSE, kernel, iterations=1)\n",
"\n",
"\n",
"plt.figure(figsize=[10,8])\n",
"plt.subplot(221)\n",
"plt.imshow(coins, cmap='gray')\n",
"plt.title(\"Grayscale\")\n",
"plt.subplot(222)\n",
"plt.imshow(coins_bin, cmap='gray')\n",
"plt.title(\"Binary\")\n",
"plt.subplot(223)\n",
"plt.imshow(coins_opened, cmap='gray')\n",
"plt.title(\"Opened\")"
]
},
{
"cell_type": "code",
"execution_count": 203,
"id": "c296a5ef",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"No. of contours: 6\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x360 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"shapes_contours, _ = cv.findContours(coins_opened, cv.RETR_EXTERNAL, cv.CHAIN_APPROX_SIMPLE)\n",
"print(f\"No. of contours: {len(shapes_contours)}\")\n",
"# shapes_with_contours = coins.copy()\n",
"\n",
"\n",
"shapes_with_bb = coins_gray.copy()\n",
"\n",
"# cv.drawContours(shapes_with_contours, shapes_contours, -1, (255,255,0), 2)\n",
"for idx, contour in enumerate(shapes_contours):\n",
" (x,y), radius = cv.minEnclosingCircle(contour)\n",
" cv.circle(shapes_with_bb, (int(x),int(y)), int(round(radius)), (0,0,0), -1)\n",
"# cv.putText(shapes_with_bb, str(idx + 1), (int(x-10),int(y+10)), cv.FONT_HERSHEY_SIMPLEX, 1, (255, 255, 255), 2)\n",
" \n",
"plt.figure(figsize=[10,5])\n",
"plt.imshow(shapes_with_bb);"
]
},
{
"cell_type": "code",
"execution_count": 204,
"id": "365ce640",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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JX3vuRuANVR0CvBF9jIgMBy4CRkTfM01E0uRXtUk+L8fkXca3is6lW2DvQLn04xG4oGg4x+RdRlFgiOs4zqlWsym8zHWMlLPHs8sKexZRlZi2eGuxuKvqHGDn156eBDwc/fPDwDcbPP+4qtao6hfASmBMfKKazCKcVXg1J5YU0C8D5j/xe+HEkgK+3eE0/L4eruM4V1H9BTu8thDKXiEJsz74nusYJpkinti2OGvrJ3ZX1U0A0Z97R9D0BtY32K80+tx+RGSyiCwQkQVtzGDSktApbyRnFkzm4E6ZN/txJ79ybZfz6JQ3Ep+3uOU3ZCglxNqK163AA0FPkM+qXiSiNk1vttAUmFs+3gPqGkvY6MgRVZ0OTAcQERtdkiVG5V8QnTAmc+X7lGtLTuDzPfBcxSOEI9k7Ucm6itmEC8fSLdzLdRQngp4gq6rnWGHPOu4nsWlr02mLiPQEiP7c+/W8FOjbYL8+wMa2xzOZZFT+hZzaKbMLe0NDOsCFHb8NZO+wEyXEhuC7bPNm3yx/dVLH51VvEgrvch2lBd4mt9H5FzO44Kxm9zGNc33Nva0t9xeAy4Dboj+fb/D8oyJyO9ALGAJ80N6QJt0Jo/IvYEJxSdoOmmurfgVwCdfwRFn2tuBVa1lf8SaewlOy5h74Kk8VyytfTckWe+f8Q8iRPAByJMDdQ7rj9TS+LJlXaoEAYT230derQz5uWLmOSHR+/OrIHpucB+r7qx3fCtdicReRx4BxQBcRKQVupr6oPykiVwHrgPMBVHWxiDwJLAFCwFRVtVURslw2dMU3p18BfDP8bZ4PPpYGrbjEWVvxFuX5I+ki/SiMFLmOkxAhCVPKMvZUr0upwi4S4OzCKwC4dEAZnfKqGrza8kRMvibWJM31hfjHyC+/sG2sGMq/151IRJUZFfeTzYviuJ7ERlTdX+6uv+Zu3TuZaG9XfE7mjZ2L2ZoKeHz3fWTzLzwAj6eIgwKnkau5rqPE3ZLwnJS63W1owUS+07U3OaIc1nUbyRrepCrM39qVCMK0bZ+yKfhOUo7btPBCVT0iWUc7rKdf51zeJab3FN22Ka4ZbYY6kzD9C0/n9I4leLOsK74p/QvhQr2GJ8qmuY7iVCRSzpKqGQzJP51cDaT9bHYRUSqlgnV1H6VEYfd6OlKU25c7Bx5GSaCKXF/y14sXUcZ0rx+KdUjn3mwMXsmN6z5gT83a7Fh8KR265Y1pC5EAB2p/K+xfU5wrdAgMY0/1ctdRnFKtZUVwBgF/H4b4jknrAr+OJewMfuw6BgDj8q5iTOdcTu2zCUiNIpqXU8egTrt4qtMQZqw9kYVllbxT9XfXsRLOdbe8FXeTEN8ouJwRGXgfe3t18ivnF57CY1pjK8sB1bWlLIvMpiCne9qtB7/Nu5mtNcuoqdvkOgqj8i9kYklnxnbfis/b+PXxVDDxgI2cFvLx3tbreGznGlYHX3YdKSEUEjICPhZW3E3cnZY/mYM6WmFvSteA8j3fWfxly/22qhxQF9rG7tA2PmIZvQvH0jFSkrLX40MSpkaqWVH5Cqp1uB4/EfD34W9DT6KDv4a8nPS43TDXF2Jcr82M6dKBHdWXc83nL1EX2uY6VnypWLe8ySwBfx96BnLw2LxEzQp4ld4Fx1JaMdt1lJShhCitmM1GKaBr/sF00d4pVeQ3edayq25tSlxXz/F15aiciVzeP0L3gvS8xTLfX0u+v5bbB0ziidII79U8k1G3i1q3vMkYPm8J5xdOome+FfaWeAS+VTSCZ/GxtuJ113FSSkSDbAm+z05fV/JzujKI0U7zbPasZ1fdWqqq1jnNsZfg4xe9z+PYHskfKJcIB3bewc2d4bXSb/OHDdk92LQ1oouxLQA2qOo3mtrPiruJmw65fehthb3VAl5laGQga/Hiuns3FdWFtlEW2sZHshLwMDT/dHzqIwc/ngRez6yRGgBW1M4hFC6jfqoO9///CD5yfF24uc8kjuyWeXP2n9J7Mx6Zwu2b/01taBupcM7bI4HX3H8ALAU6NLeTFXcTJ8LlHY9zHSLtHN7Zx2dydArcB5y69o5LWB6snwizKDCEIu+XK+910V74tO3zZGz1biQSnWsrTB1bgu+3I22ieLmk+BouG7IJSN796skkoozvtZnxvY7l7qXdeb78HteR2i5B19xFpA9wFnAr8F/N7WvF3cTFiPxz8doYujY5xjuKZ2W+Da5rpfLqzynn832Pd/r74JXGr83negsp8JSws25tk58XrFpNE+tbpYxvF1/LZUM2ZWRRb2jvf991B26FZdeldYFP0DX3O4CfAC1O8WjF3cSBl5E53e2e9jYa2kHwVXbMvBHDSdLcALcgwi68KKEkJoonL98uvpZLBm7J+MLekNcT4eqh25EV1/Fc+XTSrYu+jbfCdfnaEujTo6unAiAi3wC2qupCERnX0odZW8u02+j8CxiQmVOFJ80VxRe4jpChNG0Lu+DjO53rW+x+X3oVt3jI9YWYctAWvlk0mcZXE09hbVvPfbuqHtFgm/61Tz0OOFtE1gCPA+NF5F9NRbDibtrF5y3hQH+x6xhpL98HfQrHuY5hUsilna/hO4Mzvyu+OSIaLfDXuo4SI0HVE9PWElW9SVX7qGp/4CLgTVW9tKn9rbibdumQ24f+ha5TpL+AVxkeGUratVBMQlzUaQqXDNyc1YV9LxHle0O3c1ZhmhX4iMS2xZkVd9MOXq7oZCPk42V0sY8DCk92HcM45vf14OBO4ZSeRjbZcn0hDu7kwedNn15CVYlpi+2zdXZz97iDFXfTTh5raMaNnUvj9XTkpz3P2beimvnSyb038V89LkbE7zpKy9p2zT2urLibNjs5/0rrRI6zUwLD8HhsdGK2+s0BF3FCr/SYI96FU3pv5qe9v+c6Ros0AdfcY2XF3bRZj1y/tTbjrGtA8aRDy8TEXVFgCAd2zJy51RNBRBnZqZz83P6uo7TIWu4mLXXKG0lR+i7BndJG5p7mOoJJsm4FY/i//mMpyq1xHSXldS+o4Ld9T6Vj3nDXUZqmib3m3hpW3E2bDOMwOvltJG8iHFfU2XUEk2SjdTQDO+52HSNtjCjZzlAOdx2jWa6Lu81QZzJORGFrdfP/WDr5628/M8a1jnnD+cFBO13HSDs3D6/m3I97UBtKzTEKtuSrMXH2ye4ws4LTaW6+8AMKT+G8oqH4277eiDFxcZp/HH7fJtcx0o7fG+aU3EnMDN3nOsp+9g6oc8m65U3M8nP7M7IgdUd0vxueTUsLgeRrEZKigwEDXmVE/nmuY5ikEC4ZaK32thBRphy4kzMLrnEdZX8pcCuctdxNzPK8xXQNpH6X9kEF53BKUa9GX/N7lJwU/Wqb44EDpAuLXQcxCXdjn+soyEnNbuV0kOsLcXhnD7MqC4ho0HWclJKiv96Mab8c9VPg00a3VC3sJnuU5B/KgMIqm2K2nU7otZmxgYtcx9iP6wF19ivOZJRPdoWpqCnF7+vBoYEuruMY06Sx3qNthHycnNvbQ46vq+sYX+G6uFu3vMkopbqbiAbxebuypGoPj5S9+JXXv1t8CQEv5Hmt9W7cKck/lMsH73IdI2OMKNlOl01D2RTa5jpKPU3MdfRYWHE3GamyZg3zWbPf8w9uvxuAYQWT+EbH3lbgjRM+yaXQbxPWxNNfBvfjWx+/4zoGUD+cNxGt8VhYcTcZq0vB4RwcOfQrz82uegglxPLg8ygTObe4r6N0JnsJVxQfBtjtb5ks5W+FE5EHRWSriHzW4LlbRGSDiCyKbmc2eO0mEVkpIstF5PREBTfu+CXfdYQmndihCx3zhtMxbzgXFx3NUSX+r2wXdJyMRL/Trqqa4zht07wigN2En5k8jO2eIt3HGaTQX8u13aa6jrFPRCWmLd5a89XiIWBCI8//WVVHR7eZACIyHLgIGBF9zzQRsd9QGUTwcWLOIa5jNKnAp1xXMo7rSsZR4Nt/FPKAIjinw9X4vMWohthQmZo3u/ct8NKlYLTrGCYBDig8Ca/YWu3x5vVE6JqbIudVY7vH3cnCMao6B2jtLAuTgMdVtUZVvwBWAmPakc+kGCXEa7XvuY7RLkM7CD3zDiWiQd6qTc27yddUhNgeXOg6hkmA67sNxOdNkSKUYQYVVdK3cLzrGPuuuafrrXDXi8gn0W774uhzvYH1DfYpjT5njDEmDakKVXU51IZSvxO2d9EeRugQ1zGA9C3u9wCDgNHUjwr5U/T5xhI2OkODiEwWkQUisqCNGYzZz44aoTqcml3txqSj1WWdOPfjN/jRshq2Vxa4jpM20rK4q+oWVQ2ragS4ny+73kuBhsOP+wAbm/iM6ap6hKoe0ZYMxnzdjhrhifLXeWHPaiLNTPq1oVLYVrsCET+HcmDyApqsN7DgDHrmV7mOEZPp66oJhXewIjiD97Z1dB0nPagQUU9MW7y16RNFpGeDh+cAe0fSvwBcJCK5IjIAGAJ80L6IxrROgQ+KfX1ZHXyZJ8tWNVrgd9YIj+95kuraUjySx4hOdqO7SZ4xOQPoXlDhOkarqApvbOjJJ7Uvu46SdpQ0WDhGRB4DxgFdRKQUuBkYJyKjo/8Na4BrAFR1sYg8CSwBQsBUVQ3HPbUxjQh4lY6REgDWVLzC03oGR/sHfGWfx8v+QSRSDkCnwMCkZzQmXawr78BtpfcB9iu8LVJ+EhtVvbiRpx9oZv9bgVvbE8qYthrs68wSbzGh8C5WB19mdRMLRXUvOJqLOxxOS0vDGpONVIUXS/Owwt52KV/cjfm6XVUr+GTXGEYVp97o2aEdhAu9l1AdVj4Kf8HqYMMuReGswmsIeDz0yBMC3tQs7JUh4a066wo1bqgK05Z257ny6QCc12EKz1U8QjhS5jhZGlESMjFNLKy4m5hFNMiOSBVQ6DpKo/oW1BftgTqAcIcpX3nNv+/7SGoWdoCwQlXtOtcxTJZ6YnVPniufBig+bzGHdQ7zQqWfsN2a32pKYkbAx8JGE5mM5ZX6Yt5wM8Y0bXdVHh9UbgUUr6cj/93zYo7sZlPlpiNruRtjjCEc8fDzVeWsqJwBwM96X8IJvTY5b4GmK9fnzVrupk0+qHo0ZedlT3cP7prhOoJJgG4FYzi7zx7XMZq0rbKAzytfASA3pxeHdUnP9ea/3b+KgtxBrmM4XzjGWu6mTZRQsxPFmLarCzcxxN+kta3BD3ih9AiuGpZ6//+u2NWZm9bNRbUWgJP8E3lz05flIRypBuDDsip0bS8ARnaqZGDH3UnP2pJH1uQRrFnlOobzlrsVd9Nmr9XO5/L8I/BYAz5u3t9RQzhso5JNcs3Zksue6uX7Hs8K3sesRr6DzK16kLnRCfa6lx/Nn32D6VqQel9WXFO14m7S2NbgQrSTzR4cT19416KEXMcwWeaSgTv4bPl5rKxrfMXHmrpN7B1k5/PWzy9/Vt7hFAc2JzFlOklMV3ssrLibdoiwqlwZ2sGa7vGws0bYHW50KQZjEirfX8ufRwpwdKOvn/Xh29SFtjG126V8o9+m6LObELFrc01x3XK3AXWmHZTXa990HSJjfBGso6xqiesYJkuJaKNbc/uZpqXlqnDG7LWneiVv70ivVa5S0e5a4Y3qx1zHMMbEgeJ+tLwV9wTKzelF94LGu7kyR5gvPCsJhqxrvj1WVdTtW9DGGJPm1H3L3a65t5PPW8ytB5zf6Gt98yvp03E3722a3Ojr07auZm3F64mMlxQbg2+z2Xcwg4pcJ0lf1mrPDnPqPmVC+UB6F6Xu/e6NuajDBbxas5ARnSpdR2nWqt3FLGCB6xjYgLo0JBLAI7mcmX8xNx+5Cp8vRN9BzRfoEQc3fh31mxt6UF5xKi+uHsRv1j+GEknb1tvzwX9zQ8G55FhfUMye37WJSCQ91vg27bMx+Dbbqg+idxp9ERZRLhm4mdOrh9C9YLfrOM3aUJnL9uBC1zHq13MnvsVdRALAHCCX+tr9tKre3NT+Vtxb6Yi8S/Hi4bej9jBq1GeI57V2Dyjp0nszXYDrh65maqQrwbIiLpxxMADza55Nq0JfG9pMaRAGpNEvrVSwu1bYGFlOKi9kY4zPG6F7gX0BjUUCutprgPGqWiEiOcBcEXlZVd9vbGcr7i0YnX8xZ3fpxNRT3sTnr0vIMUQU8SpFncuYedlcAB5940LmbPXzVNm0hBwzEWZUz+T7RWe6jpFWlpRX2wh5YzJQvLvlVVWBvd+wcqJbk60C60RtguDjgMJTeOLktfzgzFcSVtibcsnJb3L7Ge9wfscpiPiTeuy2qqop5e0dVTYtbSttqxberX3OdQyTZLdtnk9tyJYojLeK2lzu3JYqt+bGNpiuta18EfGKyCJgK/Caqs5ral8r7o3oEBjGuyecyvyL1tKlt7sZmPI7lTPtglcpvWQYBxSe4ixHaykh3qn6Oyv2WHVvSUTh7zseIhTe4TqKSbIdlZ/E/XqsgXBEvjKFrkuqbboVrouILGiw7TcSW1XDqjoa6AOMEZGRTWWw4t6A4OOHPafy9KgRDB2+HK8v7DoSHm+EQFGQWSdW8eNeU+iYN9x1pBZ9pJ9TF3GdIrV9sjtMRKtdxzBORHi5tJvrEBlnxvrOriN8RRta7ttV9YgG2/SmP1t3A7OBCU3tY8V9H+HuoZfxy0kvc/hhi1yH2U+3vpv42dmzeOnwAdQPmkxdayte58k9y6x7vgmLdoV5tfJfgPsvj8YF5ekK9yO6M83TwVmuIySUiHQVkU7RP+cBpwDLmtrfijv196pPG3olF5w023WUFh00cinvHn8S+bn9XUdp1vqKN3l+9wbXMVLOhkphVvBvRNRW0spmdVrF9soC1zEyxpZgIWGtcR3jKyJITFsr9ATeEpFPgPnUX3N/samds764iwS4c9C5XDj+rbSZK3no8OU8d8hhdMpr8nJLStgUXsa2aru2uFdEYVH1VqzFbnZWfszja+y+0XiZvspPdW2p6xj7KPGfoU5VP1HVQ1V1lKqOVNX/19z+WV/c7xl6CReNf8t1jJgdftgiXjisPx5P6v6C2FO9nMfKX6LSpqYF4OVd2/i08inXMUyKeLPudVbsSq3rxOnow21dmR9+zXWMr4ltMJ3NLR9HXk9H7h12JeedMMd1lDYbcfAS3h17HAF/H9dRmlRZs4Z7tz9DeV32Fvi6CMzYuYVPK592HcWkkPLqz1m+J0A4krW/htstFPawtCyHqtp1rqPsx/Xc8ln5t8ojBdw1+Fucf9JsPN70HtY9ZPgKZhx6JJ3zD3EdpUm1oc38o+zVrOyiDyvM2r2FxZXPYLPQma+7a/M0qkI5rmOkrV3VeTy0427XMfajQCTGLd6ysrgH/F3Tsiu+KYcd+jFHS2qvPlde/TlPVryadS34Wbu2RQu7MY1R7lvR0XWItKQq3L0qRb8YpcCqcFlX3HN8XfnPMUNdx4i7e78xj14Fx7uO0azy6s+5f8cz7K4VajN4TFlEYU+dWFe8aZV3w7Mpr8l1HSPt7KnJ5YO6JgeLO2fX3JPsviFnMfDAla5jxF1B8R7eGp/6FbM2tJl7t97NM+UrqA5nZiv+k91hpm2527riTavsqV7OvSs6uI6Rdn6/wkddaJvrGE1SJKYt3rKquI/Kv5Cj+q9yHSNhijqWcUnxFNcxWmVtxes8Xb444ya6+XBniFcq/+46hkkz83Quy3aWuI6RNj7c1pXFkbddx2iSpsNoeRHpKyJvichSEVksIj+IPt9ZRF4Tkc+jP4sbvOcmEVkpIstF5PS4p26DjnnDef7MlfQ4IHMnVsktrOL/zvoPp+XvNyVxSiqtmM2ftzzFf3YECad5kd9WLfxp81O8VvUQqrWu46Q1v6+H6whJV1a1hB9/8SJl1ak9+2Qq2FhRxM/XPkNlzRrXUZoV0di2eGvNkq8h4Meq+qGIFAELReQ14HLgDVW9TURuBG4Efioiw4GLgBFAL+B1ERmqqk77jM/IHUeHLpk9PSHUF/hTe8DrXxSkxSxodaFtvBd6mMjO79LfX5h268HvrhU2VIZ5KfjPtDjfrnUpOJzT/U0P/sz1wp+/+yxT/j612c95bPdDGXe+a0ObWbCjmJN7b3IdJWWpCh9sL0qLBZdcLw4k9UvExvAGkeeBv0a3caq6SUR6ArNVdZiI3ASgqr+L7v8KcIuqvtfMZyokdgnENRccSlHnsoQeI5UMejif3VWfuY4RE6+nI4PzxjE2rw9dA6nflJ+5cwelLGNn5ceuo6SsosAQHhl+6L7HIwespu+V69v9uXP/9yjKa+pbuXtqc7n0s3+2+zNTgcdTxI96fIcJfa3AN+bZNb24Z8t9KKEY3xleqKpHJCRUIwbmd9FbB0+M6T2XfPpQXDO2puW+j4j0Bw4F5gHdVXUTQLTA713mqDfwfoO3lUafc8YjBXjSZGrZeMn3FLPbdYgYhSNlLA8+z6rqEkoCQ7i4w+HkeBRvCo27qw3Dx2V1vBN6meraDdiAua/yejri8fj5Uffz+fmFz+HL34H/mP/E/Thjf9FgGeu6Ws6e2xONCMffezxLa98kFC5H03DVvUiknDs2P0KB7xKO7+luuelU9NK6Xty79aE2FHYHtH7ZV5daXdxFpBB4Bvihqu4RafI3bmMv7PefGV2rNikXhx8ZeQ4Fxe8m41Ap4+3Tqxn0b9cp2iYU3sGW4A7uCL7PEXmXMji3A/0L3WbaWSNsr4nwbPkDdk19P8KZBZPxivDw5S9TdGoFeJ4CjwdIwn3IOX7yTqqfBmThia8DMPe207j9015sDVcyr+ofic8QR+FIGR/vgjFdfeT60qCQJUFlrZ+Pd9ek1aWYVi4GkzCtKu4ikkN9YX9EVfeWjC0i0rNBt/zW6POlQN8Gb+8DbPz6Z0bXqp0e/fyEfsfJtlY7kDaL4LRkQdW/WFgd4ODaSQCM79iFgDd5/23v76hhp1SwThen3WWOZPhm0XVc2L+cb/3v0+Db++skpg7B+IpmGPuLeYwFwovLeOrh73LT2nWUVsx2lytGz5ffAyuuY+pBWzLm33JbqQp3Le/AW1X3u47SansXjnGpxWvuUt9EfxjYqao/bPD8H4EdDQbUdVbVn4jICOBRYAz1A+reAIY0N6Aukdfczyq8lnu/8R75ncoT8vkNBXd14PQXBxBpZjJBDx5enbg64XnCIS/TXjuZW9bem9DjJFt+bn+8ksMJvpM5sMOXN3t4BTzt+LcUbjBitS4iPLT7dZQIFTVrraX+NYKPXH8P1l5aQKeRq/EMS/3FT6rnKEveP5Rj5swlopWkx+UUL5OKJnPdgVvxetJ7muy2Ckc8/P6zYt6qeoD2/X+W3GvuA/K66i0DJ8X0nsuXPJD0a+7HAd8BPhWRRdHnfgbcBjwpIlcB64DzAVR1sYg8CSyhfqT9VJcj5XvleZNS2AG+P/MYlgbvaXG/sS+ewoeXJjaT1xdmWIeKhB7Dhb23v7zESl5q8J93av7VlPgb/+uc6xEKcmBnTdO/HJ6peIq60PYGz6TDL//kEvFzfOA7/PmYtYyaMg/y6oDUL+wAgROEw8Z+SM0NHu766dU8srGCD6sedR2rBeH6Fvyy67h66Pas66KvrPWnXYs9lcQ8Wj4hIRLUcg/4+/DYiLGccNQHcf/sxtTV+PnTq+P3u2dRFW7fdB971/H+Tf9rmTLh1YTnWbdyAOe/F2Bl8KWEHyuVeTxFdM4byvbgQtdR0taFHafwjT4VXPSHV1xHiQtdt537/3w5d23YzvLg867jtGhSUXZ10YcjHv64uDNvVMarsCe/5X5zjC33Kxy03NNWV//QpBV2gJzcWm6c+NV76VWFnz4zgb3r/vz6gGu59tTXk5Kn3+AvOGHRGaxMnzEoCRGJlFthb7P6ruF/3Hx/WnS/t5b068LkP7/Id97y0Oevw9hTvYJU7q15vnw6snQy1x64FY9oxhZ5jc7WVt8Vn74tdoWEzDoXi6yaftaFP888jQe2TwOUgL8PJ/TamPbLzJrs0L3gaKpv8/P0A//IqMLeUN5JEXY8uJbFZ4wlP7e/6zjNCPNc+b2cseAl3tzYw/lgrUQIRzw8v7YnZyx4KXqNPb3Zkq8ZbMfGbry5vX7wTp6/H48OH8uoQ2zEtUl9I/LPY9mVG/Ee3AEKHN+HmGgdOzL0+hW8fdxgcnN6uU7TDEW1mttK7+P1DZk3Re+MdT24e8vd0fkJ0r9nwpZ8zVB1NX6+9foBvFf1MAB9cw7hhKPmZ+Q37tQljW6Xl0zlwo5Tmnw9uwkLTjqVdya/T+GEGtdhkmrUjz/l83O7MW3oVa6jtCDM7Zsf44efelhd1imtf6eoCp9s78oPP/Vwz9aHXMeJG1X3S75m9DV3lzQirNPF+x6vCM6k5wOdEby8d8JI+g9d7TBdZvJ5SxiWOw6ACZ2686sPqxrfMb8jANMrL2/05ZsOyec/5fWzgy2rfp1wJDumLQ74+/Dx6f0YOHlRdAKa7NPzu5u4+sKn8dx0JVNWPJGyk6aEwrtYXPkMU1Z05O4h51GSW02nvCb+vqeonVX5bKrM579X/yMtZxNsieu+ByvuCeLPq2HOCX354/z6BTC2VNfxauV0ACbOG8KnQ12myzw/6T2FS4YvZeQrZ7f+TYXDGn36rgbTei88qYLHVgzmjk13tzNhasvP7c+7Jwxg4LVLyPoOvdwAV93+EvzXhVy7/O+4/zXdtHCkjGuXP8jQgomcUtiPs/pswe9zukZXi6rqcpi1oSsvBBen1cRCsXI9oC6Di7tw+8AewBpnCXoPWM8dA+oXyQju6sD3Z17Hc+Ut3wcfT1cPX81THwyhvPrzpB43Gfy+Hmy4ov56sP9/6yjoenncj3H4W5dw0MZX+PmvB6Mq9Pr7dkLhXXE/jlteFp7Sm8FTlrgOklKu+v2z8NMruHb5g66jtGhFcAYrgvBu+cUc36E7E/ttSrkR9arCE6t78n7lZhZXZvaXZSUxg+RikdH3uR+RdymvXJY6c8rXVAY4+6nDWFD1GD/seS2/nPRywo/5m+fP4I5N97L3Hvt0J/joXTiWN8dX0+v2LgQGnp/U41eveozV11dx5jtCacXbpPt59ft68NmZ/Rlw9aqs7YpvVlUlD/7iW1y7/LG06ToWCZDj7cQdA8+iW14lHQNuc++uymNNRSE/X/cCdeGdjmZ8TO597v0C3fR/+p0X03u+//m9dp97a23x7jelvVO5+dUE8ANh9tQl55j1x0nvAtTQHUMuZ+ry450dPzDoYoa/XN8f9IdBw/jZF/c5y9JeRYEhvHNiLwZcs4ys74pvSl4+V/5pJvz4Yq5Z9g/S4d+SajW1oc1MWfEAfQvHc37Rgfi9ML7X5qS15lWF1zb0IByBh8veY0flR0k5bipx3XLP6OJuMsd5Habw5zPepdPfUudWpakL87n0utFc99LRvFSRXnP4i/iZN747Q6Yucx0lLVz5+xfQn1yWFl30Da2veJPbK95ExM/cHZcCMHVwLV3yEzNQcP2ejjy4pv6L4tyqL2flzDapsHCMFfc4qKvx8/9mnsx3hq1m6PDlTe5XW5VLDXWAl0I78602Nu9KHvpkC3n9fuQ6ylcUdBpNwWOjeXzNvzl+5MUsqnzMdaRW8XmLWfqNofT/3nKsxd5KPh9X/eYJvL+6gsnLH0m7xYRUa5lbVf/FZP6yXng9fgByPPncO/gwfNJ4O9PvDRNBCIUb/3tSGfYxZeU7aLSIh8L1vQaG/aYhTzYrMXGwdNlQHi+fy71zV/NG3UmNTlRTubuIH848jvlV0+hVcDw3fzPx19vT3bCCSZzdqTe/+MRLXvGJruM0Ka//ucxZ+Tq/PmIKz5Z9wepgav9/+8/hZ9F/8mtYYY9RQSGX/2kmL1x4JTPSrKemoZq6r16uvPjTpgdSDi2YSAW72Rh8O9GxMo7r0Wz2rzsORh3yGRMDY4lEyjln0WrmLzz0K69Hwh5ueOlYntkzzVHC9NO94Gg+ve1Ffrf+KAqKkzYOps3ye5zC70uPYumv36Bz/iGu4zRpaMFETjt+rusYae13Y5fgkQLXMZJiRXCGFfY2sElsEiysddTV+MnJTXwXWq4XQNhd9RnnfLyHkqUD970W0TAbo0vBejxFPH9kXsLzQP2a7jVpeMnL7+tB6aOfIxPT6/omgPe/7mdLr2vI+04JofAO13G+okNgGB/fOBvfYfmuo6S1YVOXstg7mhEzF6XsJDfGPdcD6jK65b4x+Da/evHkpBzrt+fO4pLi6zgu7wpyvR0orZi9b9sYnMtRed/luLwrmHPsCQw8cGVSMr0x7yge2ZVe95MOLjiL4D92IxNvdx2lzeSi+6i6dzcHFJ7iOspXlF6/xwp7PHg8DJ6ykmdGT3SdxKQw13PLZ3TLHZJ33UNE+cuF9cu9LvxwNO9tGbvvNZ8ok099w1aDa4U7DsxHLkrf28v2kqse5Hd3vsYlKbJO0CXFUwgMug/o4jpKxjjhqA8YtmJSWqwHb5IrFSaxyfji/q+yGVzw0eEcdujHSTvm4Yct4vCkHa1xlbuLuGH1UscpYnNS3vcY/1Dm3Jp1zj8/56hjv8u8qn84zTGh4BoeumU60s8Kezx1mBjkwy5v0/n3vfYbpGaMaxndLQ9QVbuOnVXZ1xVZV5fD9uBC1zFa7eT8q3l+Wz/8I652HSVucg6ZwqubenBc3hXOMoj4mdg7hAwucZYhk/mPyeFkv3XPm/2pxrbFW8YXd4BHv+hAbVWu6xhJ9dD8I11HiMmsOx8kP/8A1zHirqDDCN78zSPOjl+YewCT//yis+Nng6f/53HXEUwKiiAxbfGWFcX9+fJ7qKkKuI6RVHdtS5fbV4Q7h3yPym9Odh0kYaov/Ta3DbjGybHnntDbyXGzSc6BdfxpUOb+/TWxU+onsYlli7esKO4AX6zv6zpC0mxd35O6SHqs7XxJ8XVcvXgUBSVHu46SMAXdxnHD0mGcVXhtUo/brWAMB56WOgsnZayiIiYMXUrA38d1EpNC4t0tLyJ9ReQtEVkqIotF5AfN7Z81xf1bH693HSFpfjX3EII1q1zHaJFIgF+fsBC/r6PrKAmX6y/h92OXIEkcw/r06G54DipO2vGy2dDrV3Bl8STXMUzKiK1LvpXd8iHgx6p6EHA0MFVEhje1c9YU911VK/jbq6l133EifLDgUGbVvOY6Rqvk5nSh3zNXuY6RNAOe+yZeb1FSjnVmwTWMmfR6Uo5l6t16wQzyc/u7jmFSQYyt9ta03FV1k6p+GP1zObAUaPK6W9YU94gGufGLh3h57nGuoyTMjo3dOGvhLMqrP3cdpVXK/7IJryd7Bjrm+kuo+F3iL5eI+DmtZwTviMzvEUklhRNqGONJzqRZJrXtvc89li0WItIfOBSY19Q+WVPcoX5lpBnri6ipSM70r8n2708PSa/pMHt0cp0g6bw9Ej8fcLf8w5h65wsJP47Z3yu3up3TwKSONgyo6yIiCxpsjY7SFJFC4Bngh6q6p6njZ1VxB3iibBrXv3CC6xhxd98rp3LTmoddx2i1Pw6cTOWxF7iOkXRVp1zErw9I7sA6Y0zyaYwbsF1Vj2iwTf/6Z4pIDvWF/RFV/Xdzx8+64g4ws3oG5Tszp8uypiKPWZtDqFa7jtIqPm8xFx75QUaPkG9Kfo9TuPiQRXg9ifv79/mULxL22aZ5nkEdeHXMua5jGMfqb4WL76pwIiLAA8BSVW1x8Y2sLO7VtaWc8VJ/NnyR/rfHVe0p5AczTmRO1QOuo7TalK6X0OuxHzk7fuTt/2XLd/6PYMVyJ8cf+Nx1XNb50oR9fqBPaq1Gl1V8PjoXlLtOYVJAAmaoOw74DjBeRBZFtzOb2jkrizvA0uCzXPx2F3ZvTe9pOa+fcRxPldk68a1VtebfnHfWyfR+5FMeOnyr6zhx96t+1yHd/a5jZLUR49/n1Hyb1CbbxXtAnarOVVVR1VGqOjq6zWxq/xaLe1M3zovILSKyobFvECJyk4isFJHlInJ6K3I7sbjyGca+4qdyd3JuT4qnmsoAVz1yOs+V3+s6SoyEHnkhJ0cObpvLSSOKmFFRf85+u9Hdkm09AgoJmHLynKEroCj9/j5nEt9h+RzeOePX5DLNUNJjbvnmbpz/89e/QURfuwgYAUwApomIN/7R42NT8B1OmtGHTWvSZ3apyt1F3PDcOJ4rv4fkLWobHx0CQ/nJqmOTftzwO7/l/AHCgqp/Jf3Yjbl5zWgC/vhODdur4Hh69t0Q1880bTO+12Z83vTuFTTtk8hb4VqjxeIe643zwCTgcVWtUdUvgJXAmHiETZSVwZe4eE53dm7q6jpKiyJhDze8dCzP7LGu+NaqXfogF545nlcr9xt8mlGu6jySkm/tch3DACfd/A698w51HcO4EuNtcM7nlm/kxvnrReQTEXlQRPbOc9kbaDjXaynNfxlICZ9WPsWJr/sJ7upAXU3qXbOMhD1U7Snke4+fGm2xm9YKDzidqcM38/mko6h7uSdvHm3ThBpjEifW2+AS0f/a6gtDX79xXkTuAX4TzfUb4E/AlTR+IXG/7NEb9FNq1MnG4Nv0e0I4r8N13HHmO+R3So1Rr5Gwh+mvnczP10wHPnEdJ+3kBXpz0ntffr8c8MBdDtOYptS8E2LT4sH7Hh8wYQHSr4vDRMakr1YV98ZunFfVLQ1evx/Yu2h0KdDwHrM+wMavf2b0Bv3p0fen0IVj5Zk90wi/dB3HdQ1z5Wlu5+eeM28Mr2wo4d6t00i36+smeYoCQ7hizHzXMdrkuZtOZl2wkKc31vBe1ZcTMV31zlSGd6zjjGFLGDI1PaZUbuiuISVM+sh1CuNKIrraY9FicW/qxnkR6amqm6IPzwH2Dj1+AXhURG4HegFDgA/imjoJniu/hxeCRYRfuYTLTpiDP68mqcevq/HzyeLhXLL4Xapq1yX12Cb9dPcOpe+VC1zHiNnTN57Ktxc/TyRSjuDD4/lypP8D26fBduWWDUNYVtyNbpek162LZ177NFzjOoVxJREj4GPRmmvuTd04/wcR+VREPgFOAn4EoKqLgSeBJcAsYKqqJn5C7QSIRMq58Yvp9PrHKt754AgWfTQqoTPbhWpzWPTRKBZ9NIoRT+Rx2gfPZ1xhn5Sf+SvztYaIl7MCZ7uO4dyKPYVEIuXk5vRi7vGnUfO0Z9/2m/7XAF7Kqz+nbFfmzChpMl+iF45pjRZb7qo6l8avozd587yq3grc2o5cKURRreXsD58EYOLiaxnRycMRJbs46ZgmF+SJycqlQ3h21SCCIeEvm++Oy2emqnMPsNnT9jqv3x6ecXervXPVc5SZWysRCfDamMMYc+N8ILDv9RvvfIrI96/m5rX3cteCQ/hL2QLoaEXepIeU75Y3XzWj4l5mVEDe1n4M+/w4ulLEI5e81ei+Iop4lEi48Q6S3888lTd272KjrGJrMDtubbts6Ufs5AzXMZxTDXPlitmuYzi17pNhzKv6JwF/b475yXvs9+vI5+P7Z8/k5r/AvVvv5i/lXrDabtKE6xFSVtzbqKp2HYuiXeY9HihodJ+D8iZwZF4P/rHzoUZfj2j6TUJjTLwMveYz/rnuO0w68xXwNfKrKBJh1WfDgHX0LRwPOXOSntGYtqhfOMZtBivucdDUGuqLK59hcWWSwxiTLnL8XPSHV5p+PRzi6Dn1gwRfOaEWutuMbyZNJGhK2Vhk7cIxxpgUFonwl//+FqHwHqD+Epcx6cT1gDor7sZkgFHefq4jxE9ZGXf98Bx+vPLveCTA/QdeweCr0nDkoQ+6FaT0zNsmQfZ2y6fN9LPGmNT0g5GlriPER10td/3yu/x41XSUECPyzuTyP82E3EDL7001RQGu6Xy46xTGEdfTz1pxN0lVUVPKgnGPuY7h3DtjX6KmLn6Tslz1cSI69pLvrh+fz49X3R99JDx9chqvcrermt+st3UgspW13E1WiWiQR1cMcpqh5KFJTBt6FaVPr3WW4V8r+6Ba6+z4Kae8nDtumMR/r3oQUPy+Hqw4+ygGTk6/aWeNAffrudtoeZN18vMPYPKyA4ATXEcxADXV3PGzS/mf1fVL8hYFhjD3hN4MuGYp1v4w6WjvDHUu2b8ck3T/rlhM3a3Xu47hTNXP/5uXqha6jpEy7vjvC/cVdsHHByd3Y/gPljpOZUz7RFRj2uLNirtJutKK2Xzw8jjqwo3PD5DJakNlzHn1RLYE33cdxb1gBXfcMImffPEQAD5vCcvPPoLB165wm8uYOHA9oM665Y0TJ747g7qZ78LE21veOYPkPP5jzlpY5zqGe8EK7rjx2/ta7ADfK7mIYOUyPrtzVKNvGXntB5CXn6yExrSZJmiQXCysuBtjkk63VX+lsEP9/PH3vt70e25fczU33PlCgpMZkxmsuBtnjr3oTOaW1+D15LqOkhS1oTKOuvabwFNx/+yQhKCsLG1WTZPeHXh1zElM/Kj1lycun/BqAhPFX3hnLmDzT2cnRR2vG2LF3TjzUe2LeP7+KFz1oOsoSeG770csrkrMZCxrKl7hNzdexy/v+XdCPj/ucvyc9Mu3qYjlPZ5wotIkxIG3Hg80M3e+yVipsHCMDagzzoTCu7jyp9e6jpE0F/xscpOLDMWD64UqYubxxLalGSW9voyY+LK55U1We7L8WdacezfhSI3rKAkTjtSw7MwHeKnqaddRjDFJoqoxbfFmxd04VVO3kcHPLcTz8HWuoyTOXVMZOesd6kLbEnqYVRWCrt6e0GOY1ql5J0RFZIfrGMaRvZPYWMvdZLkw9952RUbe915Tu4M7/noFJKGL9tFd01j8/LiEH8e07H//cSE7Kj9yHcM4ZC13Y4AbPn+Avw3/MKO658ORGu48aDk//dotX4kUCnkh4nriyywXChFOt/EPJu6s5W4MAMoNnz/Af46d5TpI3Lx0xJv87IvkFXaAMf+Zja7eldRjmq9a/NdR/HHDfa5jGIfqR8vb9LPGRCkPruhBaOEdroO0W/id3/Kv1cUkZmLJptlKc+6FQj6ScRnGpDaN8X/xZsXdpJTHd0/j7BOPJFix3HWUNgvuWsDpp43l33vcrOV93W+ucXJcA5Ru54p5nVynMCnAuuWN+ZpXK6czsfsWqlc95jpKzGqWP8zJfXYxu+oBZxletBXnnIkEPXxaGf8ZCE16UZRIjFu8WXE3KWlO1QNcdcRAVnzjfior17qO06JgxXKWn/U3vj1mGAuq/uU0y566jZT+vY/TDNlq1j/PdR3BpAK1a+7GNOmJsmkMnzmXB0evdx2lRX8dtYMRL7/Nc+VuuuIbqqpdx5/nHu06Rla6crktV2vq2TV3Y1rww5UP8tehcwnP+2NK3QtfGyojPO+P/GHQu/x8zd9cx/mKv255iI//r/GlU01i3HLtueyoXOQ6hkkB9ZPYWLe8MS0I88OV95N7zGdsOP8h12H2WTnxGXKP+YyffXEfqTY6OqJBnlgxBHbsdB0lK9S+V8fs7dUk++4Ik7qsuBsTgwNnrOL3A98lfPvVzjLU3Xo9vx/4LqNf+9BZhtb444ZphNYmZhU681UfvDGWd6r+7jqGSRmxdsq3XNxF5EER2Soin7UmgbQ07Z2IBIA5QC71S8Q+rao3i0hn4AmgP7AGuEBVd0XfcxNwFfXNme+rarPrHoqIgrc1eY0BoCB3EMM9xzJ70WYAZMBE/L7ErGVeU7sD1r6MhGo5+sgerAzPo7JmTUKOFW8HFZzDJ0++6zpGRgt/Uk7xzV2oql3nOoppUnihqh6RrKMVerrowYFJMb3n/aoHm80oIicAFcA/VHVkS5/XmvXca4DxqlohIjnAXBF5GTgXeENVbxORG4EbgZ+KyHDgImAE0At4XUSGqmpq9VuatBasWcV8VlEwrP7xvBM9jJ70Jt4fxvfad+gP17Jwxsmc8M5rcf3cZFlV8x47ni6m5Fs2a12ivP3c6VTVPus6hkkhe6+5x/UzVeeISP/W7t9icdf6pn1F9GFOdFNgEjAu+vzDwGzgp9HnH1fVGuALEVkJjAHea20oY2J11H9eoeeC4/jFvXMAOLzHBo6YfXGbPuudsU/z2fZuANy8YTjbgy/GLWey1YY289Pnz+Nv37LlZhPlm4s+cR3BpBqBiMQ8NU0XEVnQ4PF0VW3z/NWtabkjIl5gITAYuFtV54lId1XdBKCqm0SkW3T33sD7Dd5eGn3OmITaFHyHqSveAcC7siMHFhY0ut+vBgeoCvn445qKRl9fWj2bSKQ8YTmT7ZGyx7nsN2M5/qa54GvVP3nTGsEKfvlflxGssXnkzf7a0HLfHs9LB636lx7tUh8tIp2AZ0Wkuf5+aewj9ttJZDIwuTXHNyZW4UgZiyufafS1C7OsoRUK72D8+8+zZ2538sa5TpM5Zv7uG9xWOs11DJOCNDpHnUsxjZZX1d3Ud79PALaISE+A6M+t0d1Kgb4N3tYH2NjIZ01X1SOSOcjBmGx222Pn2XKwcRJZvpO7lydmAKfJDCl/K5yIdI222BGRPOAUYBnwAnBZdLfLgOejf34BuEhEckVkADAE+CDOuY0xMfpt6X3cMuVbUFPtOkp6KyvjqF98i1crk7ucr0kvEYnEtLVERB6jfuzaMBEpFZGrmtu/Nd3yPYGHo9fdPcCTqvqiiLwHPBk9wDrgfABVXSwiTwJLgBAw1UbKG5MKwty6/h5G3fJtzv3d667DpK3zr7mCRZXupxk2qau+Uz6+vWSqGtMI4daMlv8EOLSR53cAJzfxnluBW2MJYoxJjodXFfLNpbvwHFTsOkra2fZYFz6ItGoOEZPl4l3cY2Uz1BmTZWYG72PsLy+E8sy5IyAZKmblcuizRWwMvu06ikl5sS/6Gm9W3I3JQvOr/smxV5xHeHGZ6yhpIfhqDl2nlbMl+H7LO5usp8T/mnusrLgbk6XmV/2Tc399GeFPrAXfnK2PdmPo33oRCtssf6a16q+5x/K/eLPibkwWmxm8j5P+3/lQZi34xux5KY8jn+vE1qDd8GNio4Rj2uLNirsxWe69qoc56qpziSy35WEbCr7mo/t95XaN3cRMreVujEkFH1Y9yqRfXknow0rXUVLCtse6MHB6F0LhHa6jmDRlxd0YkxJmBe/j9N9eADuyuwVf9kIhY57rys7Kj11HMWlLrVveGJM65lQ9QMere/PLa87LuiKva7Zz5Pnj6fnAHkorZruOY9JY/ZKv1nI3xqSQypo13FY6jVt+/r2sGWhXN7+aM/7nShZVPkZdaJvrOMa0m63/aIxp1K3r76H0+qlcPGgzJ98y13WchPntlHN4Y2sdc6rudx3FZBDXq8JZcTfGNOnhnXfzr90dmfX/xnPCxS/iGdLZdaT4qKslsrqCX/zpav644T5IwDVPk82UiOO/U1bcjTHNCkfKOHXes+Qs7Mq7Yw9h+NgF+I/JcR2rzbY91oV5iw/mnI8eB2w9dhN/irXcjTFpoi60jSNnv8rYeVdyajc/P/vrM+BJn2E74cVl/OrOK3l494dsCT7uOo7JaErE8WKoohr/ReJjDiGi4HUdwxjTasIBhSdzx5AufGPKU9Cjc2oW+rpa2LKHG355Lf8OzreZ5rJWeKGqHpGso+V4C7U4b2RM79kWnBfXjFbcjTHtIhLg49OOwucNM3jie0i/Lq4jUT1HWf/pUD5e35+LP/2X6zjGuWQX9wLtlDc8pvdsDy6Ia0brljfGtItqNaNe+Q8Al8+bypCiEJMOXMqwG5YnPcvTN57K6vICnttSyfyqfwKZO8rfpC4FIur2mru13I0xcVeQO4iB3sMYntOVf/2lwS1mAT8UFLb/ALt2Q6T+l2dkq3Dkr85BibC4ehaRiK1yZ74uuS13nzdfOwSGxfSeXZWLrFveGJNOvvy3PbHwav5y5rym9/RE6HHyZ2x4bVSzn3jwCxWUV69u8Izdymaak+Ti7snXosDgmN6zu+pTK+7GmMwk+Liu+zVM23K36ygmoyS3uHs9eVoYGBTTe/ZULbZr7saYzKSErLCbjKCOr7lbcTfGGGPiShOy0lssrLgbY4wxcWYtd2OMMSajqE0/a4wxxmQSBdTx9LNW3I0xxpi4UuuWN8YYYzKN6275FFzpwRhjjDHtYS13Y4wxJp7URssbY4wxGcb9aPkWu+VFJCAiH4jIxyKyWER+HX3+FhHZICKLotuZDd5zk4isFJHlInJ6Iv8DjDHGmFSyd7R8LFu8tablXgOMV9UKEckB5orIy9HX/qyq/9dwZxEZDlwEjAB6Aa+LyFB1fV+AMcYYkxQKqd5y13oV0Yc50a251WYmAY+rao2qfgGsBMa0O6kxxhiTJlQjMW3x1qrR8iLiFZFFwFbgNVXdu2bj9SLyiYg8KCLF0ed6A+sbvL00+pwxxhiTBeqvuceyxVuriruqhlV1NNAHGCMiI4F7gEHAaGAT8Kfo7tLYR3z9CRGZLCILRGRBG3IbY4wxKSwS4xZfMd3nrqq7gdnABFXdEi36EeB+vux6LwX6NnhbH2BjI581XVWPSOYau8YYY0xSaCS2Lc5aM1q+q4h0iv45DzgFWCYiPRvsdg7wWfTPLwAXiUiuiAwAhgAfxDW1McYYk7IS0y0vIhOid6GtFJEbm9u3NaPlewIPi4iX+i8DT6rqiyLyTxEZTX2X+xrgGgBVXSwiTwJLgBAw1UbKG2OMyS7xbY1Ha/DdwKnU95DPF5EXVHVJo/urNjfwPTlERMHrOoYxxpiMFF6YzEvAIh6VGOeIU+qazSgixwC3qOrp0cc3Aajq7xrb3+aWN8YYY+JKY/5fK8R0J1qqTD+7HcLB+p+mlbpg5ysWdr5az85VbOx8xcbF+Togycd7BUJdYnxP4Gt3j01X1ekNHrfqTrS9UqK4q2pXEVlgI+dbz85XbOx8tZ6dq9jY+YpNNpwvVZ2QgI9t1Z1oe1m3vDHGGJP65gNDRGSAiPipn+b9haZ2TomWuzHGGGOapqohEbkeeIX6EegPquripvZPpeI+veVdTAN2vmJj56v17FzFxs5XbOx8tZGqzgRmtmbflLgVzhhjjDHxY9fcjTHGmAzjvLjHMp1etoiusrdVRD5r8FxnEXlNRD6P/ixu8NpN0fO3XEROd5PaHRHpKyJvichSEVksIj+IPm/nrBEiEhCRD0Tk4+j5+nX0eTtfTYiujPmRiLwYfWznqhkiskZEPhWRRXtv77JzllxOi3uD6fTOAIYDF4vIcJeZUsRDwNdvpbgReENVhwBvRB8TPV8XASOi75kWPa/ZJAT8WFUPAo4GpkbPi52zxtUA41X1EOpXdZwgIkdj56s5PwCWNnhs56plJ6nq6Aa3vdk5SyLXLfcxwEpVXa2qtcDjwCTHmZxT1TnAzq89PQl4OPrnh4FvNnj+cVWtUdUvgJV8uUJfVlDVTar6YfTP5dT/Eu6NnbNGab2K6MOc6KbY+WqUiPQBzgL+1uBpO1exs3OWRK6Le0zT6WW57qq6CeqLGdAt+rydwwZEpD9wKDAPO2dNinYzLwK2Aq+pqp2vpt0B/ISvrgRi56p5CrwqIgtFZHL0OTtnSeT6VriYptMzjbJzGCUihcAzwA9VdY9IY6emftdGnsuqcxZdqXF0dDnnZ0VkZDO7Z+35EpFvAFtVdaGIjGvNWxp5LivO1dccp6obRaQb8JqILGtmXztnCeC65R7TdHpZbouI9ASI/twafd7OISAiOdQX9kdU9d/Rp+2ctUBVdwOzqb/Waedrf8cBZ4vIGuovG44XkX9h56pZqrox+nMr8Cz13ex2zpLIdXGPaTq9LPcCcFn0z5cBzzd4/iIRyRWRAcAQ4AMH+ZyR+ib6A8BSVb29wUt2zhohIl2jLXZEJA84BViGna/9qOpNqtpHVftT//vpTVW9FDtXTRKRAhEp2vtn4DTgM+ycJZXTbvlYp9PLFiLyGDAO6CIipcDNwG3AkyJyFbAOOB9AVReLyJPAEupHjU+Ndrlmk+OA7wCfRq8jA/wMO2dN6Qk8HB2R7AGeVNUXReQ97Hy1lv3dalp36i/1QH2NeVRVZ4nIfOycJY3NUGeMMcZkGNfd8sYYY4yJMyvuxhhjTIax4m6MMcZkGCvuxhhjTIax4m6MMcZkGCvuxhhjTIax4m6MMcZkGCvuxhhjTIb5/4NoW0rw5O8+AAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 720x360 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"_, coins_binary = cv.threshold(shapes_with_bb, 127, 255, cv.THRESH_BINARY_INV)\n",
"\n",
"_, coins_labels = cv.connectedComponents(coins_binary)\n",
"\n",
"\n",
"for idx, contour in enumerate(shapes_contours):\n",
" (x,y), radius = cv.minEnclosingCircle(contour)\n",
" cv.putText(coins_labels, str(idx + 1), (int(x-10),int(y+10)), cv.FONT_HERSHEY_SIMPLEX, 1, (0, 0, 0), 2)\n",
"\n",
"\n",
"\n",
"plt.figure(figsize=[10,5])\n",
"\n",
"\n",
"plt.imshow(coins_labels, cmap='inferno')\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "c6910eba",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "2633aff0",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.8.8"
}
},
"nbformat": 4,
"nbformat_minor": 5
}