{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Visualisation Example\n",
    "====================="
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\">Thanks for using MAPLES-DR!</span>\n",
       "  When using this dataset in academic works,\n",
       "  please cite: <a href=\"https://doi.org/10.1038/s41597-024-03739-6\" target=\"_blank\"><span style=\"color: #008080; text-decoration-color: #008080; text-decoration: underline\">https://doi.org/10.1038/s41597-024-03739-6</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1mThanks for using MAPLES-DR!\u001b[0m\n",
       "  When using this dataset in academic works,\n",
       "  please cite: \u001b]8;id=602397;https://doi.org/10.1038/s41597-024-03739-6\u001b\\\u001b[4;36mhttps://doi.org/10.1038/s41597-024-03739-6\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import maples_dr\n",
    "from rich import print"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configure Maples-DR"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Configure the images resolution and format."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "maples_dr.configure(\n",
    "    resize=1024,\n",
    "    image_format=\"PIL\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load dataset"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Load the train set in memory."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset = maples_dr.load_train_set()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Read the first sample"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Sample name: <span style=\"font-weight: bold; font-style: italic\">20060411_61478_0200_PP</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Sample name: \u001b[1;3m20060411_61478_0200_PP\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Diabetic Retinopathy grade: <span style=\"font-weight: bold; font-style: italic\">R2</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Diabetic Retinopathy grade: \u001b[1;3mR2\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Macular Edema grade: <span style=\"font-weight: bold; font-style: italic\">M2</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Macular Edema grade: \u001b[1;3mM2\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sample = dataset[0]\n",
    "\n",
    "print(f\"Sample name: [i bold]{ sample.name }\")\n",
    "print(f\"Diabetic Retinopathy grade: [i bold]{ sample['dr'] }\")\n",
    "print(f\"Macular Edema grade: [i bold]{ sample['me'] }\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualise Anatomic biomarkers"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Vessels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "image/png": 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Uc0v9sGbyPoEXy++PrOieNI4RQjEUXDu6q+hnxOxRuiDnL9T44GXO1KN1+3ngpKcK2P0bwgQ2hMjo2BCxE7ILm6C5lwF8plWLNthm9+wv0aa4a3FKdc0GmyXpPOxjQNVx/R33g6wA9QnfPYx8HmH+UNOSrL5pFby4wgPWN+h2eIrAJi3+YPIFdw8YMhHipOqS/tSwt4cBFaogBw+2cpsumw1C3VAAZEMEc76nhHpAR3XhSenhcOgJDXCGHA8b8tBbPt0GEfeCExeUp1/EvtsD/JBYQ5VcwwvXWRQSF87J1knEuwfcbQCaNtxCp1n2xixU7ecWRG14NE4315UCoU2kpxrpbgNeUk8ToLnNEYEnDJH3hAIcp5bTXQl8WMKdBqxsusyvzbdYam1QBz2v+ILGYcA7yyeZL1ZIsBfcZQAiIDngCo8P9RwEn6HyhTO+S5yH6aAxD4C7DDjW99BueNinIpYOtaEE0PMqYXYo9Epz6V0GdLhFlsoiiq5M5Qx1P8xMW9+m7/0QkD3RkcooDPE8gjsMoPjuskJwwmZhPeuxD+shjHBTQZ6VnSIKA876XOlJ8f4iur01K3/iGIO2jtUb7ofnRV15TUxx0Kp+CWZeqLJHebHamK9zTuhygdlyfmks5WwGM7KkzigQf7lkJJo+cZHBmR+ENY8GZIBdU9qzhN/wwUit1QjnoXjdR7Z/Nu/E+yFwcw+MzsJ38VhDQm7sJRHeYWK1TfIdWJvJCgPetlaL12FHWPP8w1WPzIcW3EVPIr9LMDMSsQZpBVjkK+vCgK5rRZHyU2M1mfAboBdEehdYQvWo7+nJ9FERd4XSqk8MjPcS74npZ2VLjBOKgo4xboSyC/kYUCvRNSmv8zgrPOBHd6oTgH49ZQAuiG4syd9QckxJR4l/wMxjO9LiS3qlAfjgVITtdJW4aemHnA9LqB46JH1lkZ7fNRI1UDItZjQFpQGqKy2UWoZ+kA7P8biBDKbuBR26mRV/+RKlAXk9FGu74BWE5LLw1Pl0ZSO/tCgRYVSmjaIXJndWFCTkPdBFR/QGf5eEjKDwzgEWVRpGBmjGh0arTuBDC2YtD1fK1/MmFDXrShPjPsnhxCpu9mGWVMMboCv8hTnEJknEivvL5VNa+oS5TCclF/t8jfxDC3UbFoUyIksNk3mdx+DYA30byj1Fh7kbyAUvMRBQl7n75SdHo2UL1QQjD8TZupFHyZPyBEY9cRmXx82EhmK1hOcxOPbAVU1a6K9u65E70i/5umRrHPTsHbokdsXgOvZAqOSgfJ1hpnIslGPcunpGKbCtBXLXecnXliYu9aZrx5TV4Tqlh3RdVM4LEvWiD4ZZeVUo1jXygIzFzZ1PtIU6uE1nOoAlHRm4Wb94VYh5ReLP4tDPs4VsklzTpM0Td1ytBr0nlKv3bHByi8EG4WzmDcDXv2Y1CgEWicackQ9WhSOekaYyAOLxwrGozZjPmMMVjmSTDP4S4JoMLt9se8r60qj8yElp47gbBo7dNwT4SoEuGdvp5YuymYOhcNKEAVyCBra9wW9Tbcb6ocvbsSRxRr2ARxQseb5OOndhb6B+ReuC8gmFJi9Jr23UOau8MiJpR8lzSnYBer+PVihdmwWeKFpYoPR3Pxh7gMu3fvU/Xxe8G98wvMEqCzF4SttFGbQZ5Yl8NTDlAQqVysbTm6gDrBWxnyQZvQ/sYz7xHoqtLa3d7yh9RpcEcaigpT6PBoPLyvmziGq0r6OuFL3qdBOc3mEAtzcvBLiW3tBuLpxgmbxXMjagpxZ4v7uS4O2joIV2fYrVw8a4JnAqG5A7s7EBpsXGY7+74KkXB0cQsXCWd4q8IAwvZSChCZo+aMxneLVrXQ5XhfaaIwBJqA19crheYD466YImB2k4jcEFJr0VGjUCL5gqFOflsjETEsENztzQBmTv4sZiqq2ZHRLqT3fCuAk+Hi3Uy6VTFaTut1Bid165fhkYv0D5ZCR3QUOysQF0VdyLeDJ/mbh9QuHcphayEYTyjNACwscGDF8eYz92B9BAYd5WFV3zrQiPI9K6I4rgz/ksT8U9GXdsgGriTJMIirahI+w8rK9PiagpYSCjCCynk0dkSUomDOAZPmloTDq+P0IL0TGJT+NSd6o6SyoE+z7XMTsO0+kH6KlCLIX8cIz0LAgcCUzls57w1PNo9jpxxFIwZfJk9GL2U8UuCJdBHt3NnhMD0HAqmSfum8ZpNi/I7R/O89qLaM+yo8gAfeJFvZeAC+g5PfEZIhbIXh6QAlw8JkcRi4s/WjfW1G1hwIUXa60HDkQmvm3pqwxp/Gg10V97Ji7LqAsuab/snWf5oSmNlZ7r01oTgk/EwKRedmdMGp98jNP0BRrDYH02l7alYMIAzOsT8FzxvhT8PRCHXtgif7tk7imn+ydTBkyWbhP3xgruXWFvmP7I3aJm3HHac6qnabL3Tjib0gib9BTqiLgIYG8rWR+vMSV7aWVJY9FRak62nPnl2KiL7+sB71+u6dtQH2VkzIHsz/W08B9X2JHiLIz1p1Vfgv26aj7gBdhGady05vBI5q4rvLGO5RzEvtbwQdde6Y/RCQNGXgqlcLBxXRcYBYOcst5wQCrOXeiEAbS+KYHO6ye4ZyfNGeVXWBtLr7zBF9viYAwN1Wxev6dOeyfgcyNjQLCRXePvhdMQHC0eHL+oL9PGieWKVlIhlizFl8sgn/AAzmIEx/4bIPFQSaFTt1YtNcCjJNsHGxvwuJ8o18k7/yPZpdr3cg2mhAVU/MQZPBCLtKhldApjA6J+jqTRJ+eLfwMX7rMyOOeKTI0PN+Ycd+OCK7pnDBjG/vWjYChybECeBkI+Lr5VxxiXV8JQrnFSQZZfZFRGxGjvwLZqhZhpgXAlY5IetRK0zmgjjOBzn+mURmfnGastXVijUZ4RLV0m7lSe2YnPlI08AG+PwZJrp4F79ibJ+oROYEuYmENpwLqf2B5DUHMI5EU9xT5ZhctENPEVdwOWjQ421TylAY3MLPpgaOQLTSuchkgG9hxqg6sC66j3kjj8BX7gTmej2+esdhYHu5O8mJqkaU7mjcozRATHwMp5ZdmdpVFwtEFSjoRHk9eldjx+cN0SZkzQ00wUEOdMUeI8huNGaCImSNEEm6lOtEgh0Ek55CuK9wSVw+rA0oS48U7fgMgAlrR9xgFRGGBelwqgEVoXwraCxOEu3ltrIGppYEbIzEJXSgoD2lJO9HH0ZiZtAiXdpkZDMS8Md22QS1YcSthZPp4tSXyWfL22UT9cKcGvJzQW8c4p7dnQQ6YrUosNNBCFEEWYIkALyMyKY1ahNDkKhPPE+f/Iq1MUwvuDjwBdRStE+rqecFIM0KXuNczvo0gQdPULwVWOhgHwex4No9BryarW2G2LPHrAggDwKGgZVYl4oP08MFdOSRnFmbUlD3TDvG8p7RklLaquC+rweAZ1RpUEtyInZTk/vQR9FQO0NRBa1/h46NAzoYeHLumKwD/fQuXOQAHWHfQY04l4IPH0NgBzmyRTWGVurLHWc254rV6jCzJjeVt7fpY21KFdxgIRDKgUv9RxM48RwPtJ9S1a/wjNfpqWiBcmgPM5rcj4OQNPhnTsgVJn5BFfkm8AdqmuGzqZWz+QPhp7GooWfx/RTXIIBmg7jrTGJd08aSInYY+GNkYfi2tT2YFu3Az2QDYQYjkg1AWXw1/ULML1kYNs4QKC8Bv+xcFN73jy/LSNqrw2bn1BV9HojRFqDNu3JS8YgAIJPvGof0QNuIy1SQPYMUIgdXXgvF/fLoB1xjo4YgNUwWN0mU1/6RSL0MwDX3mhv8G8ui5UmbRTTOEt6djUMO03wrozDwYgNoaq+vV3VdVSEfheDYlviDWCc3BuN4rd8H2GlhqjeQf+XxJZx8iS2+TDi1Nh+zwY8EeWfoWKOuPE0VxexFPNBLOyHLDXoS8UGvBoi/Hpv8zZwYCPX/9BA0HPTZlrzFEWgqy79WCEFz6mPtheQ2w704YjgmIQ8sMG5EGHpMFfDjaR6YgnzFQimjJf8ntP+M3L920qE7DmEogzr38xl4gBzOW+QHoZpINm7BGBNl4Olus4oB3Eb3KNNpCXNudrauVA8RY0T0uSKJXQQ8GZ6CNnmJ9OyFwkPdaMUg6zEAC9sKLJq9jEzDxAenm7MkclreBT2xgOUcb9EI39tSjq/MBYkLVmmcyA2pGsoYQBW1Jv7WuhsjwrFyQdbnpzAyLUHA+Nqgi+uO9PbvgtxS1QH1grcf3gWH5mk9pngqbZXji0EBi2Cyq0GroXIEXCTcBfOeShACIF2Zl4A7Y31itULeeOU59cR7yPWEQwZB/+DjkQnbFDlLgoAXIw8IoR2E+t/sR3ZsDnXGLJcxkGRl2+xDnYCyYOYX6JeOP3QMCks2cPXJ4N/VNSY9AGLPz51VcfqkevleA06CKzgi4F0XlLoX9MF6gLYjeUCNAXlGs+AGatm4UVvjqODptbJwo0uU3BFDfyLB28WJdtlUXXTWsCaAPChymbnjutaMzkboL/LfHo8uDc/D3UkXlJEfiK5rcbUiXQBoTtqZYFKenriMuDZpGRIzdEToROHdRaeMFDvKDMDBBpJ8i9cxtK9OgIBdQ9GPTn4StBtAdOHXOtyCRX3uuFVwuS5a+I6iiYqExc//UgiG0p9/BKEG2AVxi5cHQyVLaxUoPOr4ioZxZxEHX488CahCoDql9n2WPTch6Tawqr/eDGQu+IdKnMHxBCUOOvwVoE2QiUAQodqY0YNOhMwDl4OA5ezCOhpUTAAaG/AtRRw8fWjzmWlRoPX55O2p8oBYW+JdyFJLZdD0ZLF2YWSAGpSn/5rLZ6C82ctDmZUQ3ZgCQHO711owzYXFCJheXxMi+8N8WeP6Y9JSQl1FPtpgxonS8RPRcqyD8AU9aa0xyvj6gfAhudiWrMvBhT4dFLzOWlMBkel1NzQ6JfSsCPtHuwsL4mXg/g4PEGoj6A8oA/Tq12GkUxVCTkfH5In/MmmDzXlkVFkgx44i8BO5hewIiB4aNsJy6CndP33wCztLB8ySxJeP9tqlAyYDx8S+G9cwxBF+SClv4vOc/K9hnliWTAywvirKavhb3yHSkeMbhp6XKgIcVD88hRHqGyEVVIMsA6Ym++gyOe8TshaMKa93YteYKg6TjTU0FgIIsGVMxbODVlJq0RJh/VzgSncgh4H/CS070T/6NsdHEzKnLihBW74aoTVsqxnOeev6K7C+iH12vrhSfIcSEj9w1SCcKiB5ZUmB+HzxVyqhayEyTlL8NbORLrsWpWYduS8hjj0eJE3QhOKizyZB+4KxeQlKGsH0l4EKIbbT8MwjPLHph+rDyayZHiZoaQeBjfupFUyMLRcpzAD0IgW6L2BiqGJ5LCtUFWbNVHUtwrzRsFuByL4XM2dHR5Fm80kWMQA2tvWSrCmHiAR6qnk/vyRYkZcnP3Wn6nAY9pkdbh9xEngmV7FA9qA9ZETkAql3Ykzmkufh811AsGkZcQ8cDyAi1Ao6A4OalMYrbgUj3nmge/+6ElMpuJc0vdcNXi2eCpLTKUL17WohqhncNTfCTABtYlL0mbfE14YNrLvIinxAOnIE+N88wiLZ/aL8SBHKzw/Zn2YqYcIspFT+f0qBp/0mRq40E14qeh0JkuTPiZ8i92mSxVR50BwB2rGkYv+LBQRsInPZF+ReAFKp34MRTqWRoqqwzwQqSIRYD8tJG6LFFFg3/qjnhvlCBD24yaJLYZlwrYjINTdTnDU8GA0xYXMwOSSbCRi/UmQ9mlH/PVj6i1fNPDcSwKz18wRSoiwQBu07LWqOSaiM4g3tlJuAR6UfZDm+QlxoMtJ1NBqG66fxJKqhZnjp+IpdoVk35SwhRLrVMNvz19ft4DGyrKV/CEjKCnE9JQDDE41cyircR2qwtNG+A1OG551p30QPoF2Wdev9gnxcTT6UOFcw/3HIIH6AmHCWAP+HvGp+cTcmal0ytP3Zd4KWuxUAHOtQVKfwI4xWkDWIHP3X/ZYtIDaSRaWS6QXxipmTgcDzuBwHwohEd3CicFRT8XVF1HNPeEKNAIt5BntJof8HqCR1Gz45RTCWoCzBNIZ+/dk7KjBLBtOAudl/GpC/pzXl1+xPyq4FzhCeWqbphOLZ3EAbONsGpBVG4Vfm+UDOBfSZkbqbhGV4eKr48YkQGRLyKwK57vSfJb6Ke8QrKh3HymnLmjyTqpQPqy6JI9S/NB1SKaNSOtkMitwj16iiwV3fSeO5XGkUiFI+stOvNkU54/T6tk2rm/SvQ1+nbWtfNVSDJgerYMBaLPv9Q1YASszZ9x4hYWLSwyrAeo4l5PUbTozIF6ivJA63KxpsTjeLbYs3uRrn7TTS2lHctTMZg6hg2xlAfGGpEz10Fwpp/ylTA9uBCgpRwzoc1uXBxwvJIoQQxtz/LNOzkSqjFibUl71VEK4KfZLPKOKAJ//Qq+oymQLOcnzvCjWEAz8E/sJA94A2JjZ7opgPqWBV0Q48XMj3CDmgx9NVjcbUiFq6c6j4nK4QltoqQmmGqkVGBW+rXZUgyqOHxFpWAGaifToqwhfAzRA/Rk/DxYEV1tCKspYfhQ/Qsc3nWgJWv9Xbto+KkIUr5hNBowFctJ2SWUMUWXmyXkVx+YMoWkY7AoJZdAozA0vi+edALW2YCkaBAdfidGjUVOBEC6OItZ4abc7ydHA5Lgnlg9qY92aWgkQkJhGZtCK/PJRAPo6pSg53Q++XdKUeOIYylRgIg6FtIyUgsZ8oVv9GhAKS/U58nWkiy0YFRDBwBrK3Q8jDCoxAURUeJPpFjcsTrtXfQtoZ/h738jRIPVRMIdrUb80yTwf2kf9I5NS9rRAGOJnIJnsgJc/8BCTn8N/gKk9WJgdD6/oEx1baaJF8HHczSgjYIcoYtavyzHcHtmDT+rqFQeq4MoNjWwQ/xRr3JWTlcrdNAARAMsk+PkCbFYi+r6VA26mW6sR7wDuzZKY+KqoGdxLOjHcFUkoKxWOVAb/OE+SINsD0B9R0pt5KcqrD/EAHmetlaFCA2PQWyAOvxVzt8Tb4EHuObcCRlzS36zRHZYOHstogI85vpSE4ghIpf8U0FoLPkR3MBjXruJ7NTVEosxB2sjy8YOKSx51kkO/MiHROngyoYCDbz/xckBXi8EJ3Kltqn8ghrN8V0siPtSZYPnGAjEgLGGErP5zzG2hDuiO2fOlgtyQk/XEbTwXglt8IkYMPVqC8pQHL2t/tQj9CNHO0hfG4cx5WlwV1kp0+Js6EDVw/gDMJW9EJHPG+fzIt2AbmhAwVb3JfBr08Dk5p8CFegFGeeyEGymRM4zxQMndqwEjvPfKOU+eg76xh4Tt0MiUAsS8mXIMdAhVsj5PRzpAleyIzQogxgQSM+M6SKsqiKDv7428YR4UkiHqsGU9jBWaRC6EToYIMOAsEN+FB6JS0H07YK20yyHV1oK62KdEAiCNuCb0TDXFnuSvI1C2iculOHsJDiKn7BjDrZTFxhWP6O19kkPVnhN+hOWUkJt5AFbNHyX5LA7QxBFZ7Aw7ulIE1xKqSxvbyzTBzdN4A8N9ofemL999MgsXODlWQx9On9+6cPUthyJF3FrPRiQzNa1pQ3Y62+F33uklk52vRTJRB5kq9EURt3bg3igE4bOD1IQ3YgiyVv0xAP4uieihKR4kQaCUskYG1hBvXFjFbqB8Cqwt3iV0qMILQyi7xwmGP50XelcZRVUBcoWfolO6iEY0Fph5PmYjQNSbUNrrK81tbkvGsZ4EFAV8zovS2k5O0Za94L06/LocLIu83uUq+1aXOKLfhLrXtiInuEmAShcqeJ6dhvZuF6NncB4DxQ7n1FV7FqCIxUwj4joxag+i5TDwKMwS6GANyA0RFHBs3QDATsxQehV6eeVQxOXZW9PYzXnwFqiaNSREyA6rIgJDcUvCS+hScMqRH0Q+4ou5PIvcFVWK/yM8GV2cOI0pUtWjtgEJ44zSuSz+EDXNgoWHckWXdzA/pxo/34dY+q2PXYlqLHXdDi+GeAVEMK9YOKBSCuE3tgI0FiaGDP4INFfMTuq8sZAponjFXTlL4p4LPPV1E5UOkFoMfJtIirnD2TCG+1J4jGl6pRsQ3hDIVATFiDeHMK3530M0BmOoE6hClmMeTdSnGVIJyoV/KsGaGSclDfgl0sVojsfwYT+0PC9ZUJH4OyIJYxbsyShv2XaCxeLgWAZrVi9ATYJFZaabmcLqxIjVAIlF3iLfLR4A6Z8dahugKPnXmR1FI/sZrJfcUIO1ljCO/w1+AuwsOce2yDzBuhBwsso7QUN8edJS1lyjmfq9PEniVoQahPNWHRLC9IbkDT6iC7jmoGUGhcFJdIWDOkvYDsv4qzzOKXwTAQ2QJ9hI6KXSe3oypzYwF/5fClquqvw+SJ0OxFeUPfTtbPgeVgPVhYzJxtQuoHVbIq8euxGVimTI25K2g3YCW1s8UtpgotxgUOZbCA6NVUwOo65sR1N38TCPd0BwPV0FF6RyL9XEZVwtXDhicfUyJMnT/JlikFjiXE3oAVaaN0cxErhxOUoYtNtdGpk1o0Wq4P0KQbXpn8cvUaHmIYzdObn2ET5dmgnFFonzKdyQs+pkdkAWFkCno20mtcLMTVksKyyyDC2oZPHsOM6Rqd3E+pqY10hsokfZs0z9QFGrEfdyoVCMrXHsvHeAe6f3q6H6xOcVnokbY2LGD9xn0kF5qz3qP+6a2yuKCeEzuZSOBVGsdoJFfJkgAhq7KC8NQtHfm3xxxArEYbK/U4lG1ArNqNUybkwH9/0gu7KT9/+tZYGXET+R2QePlKPyI2NneC5caK2FiQ0AV0Kkg0eVv3KnQghTbCNjHXnUS4QbtX0UYp6/FXhIKz4WKFfVrMHGhGG/BPk30RefWGUATbyA9J1jCzeU4ahrUW2JJyhCXnKpBOc+QmFDYjWBbUW+XnA/TRgI5VOXVhOEMr55aCyPuKLUkSsX/GxAcndrLawyOjPQ2vTFY7wpCWwPBVWLwhy1fPiAYP4886bt9Kx8SKVpW6IDqUHgVuz5jtvXumlz6DmQT6Qm7oe+KnC1SAPsQR9PGvK2Bk6d2DJB3qZJAPQeZ9GGT2JtcuAta/PrFOJOGGAtRqsf4YkeBnxzQXohmMqodqVNjzyjWVw1mozBnJA+EzaysZhhQI3wrOIHQ5vJg04CU+4+KE4qgNZolWVQWD0Oqq1KvDTykJMkMVRwyyf/GupS4CBmOOwa2XBRVR16VUpvX6kdgWYvTnfsQB7eiDd5X9MdeQYjaqAYOCR7xBghufw2RzWiMmpsREH4lC47jQn4VeL3wvKZbCLDhq8JVwfx/Kk9SWxPRw6wdCr+Hujieap5MVJZFQdowuf4enh0FzZt/NUL0DQ/VNSkUtJtP0Zyq7jBoG2jKvGFdmVR3x6LOfgSX4zOMldQmexOpNcDO4p3WI/V1wZzYlVXa8Hp2T8/YZrGBFg4RgRD6zkTHZ4gJ0kHhjW2FvBnknH1SAhD/RCUI6qW0VXtqN2iRx5ZwDch4APFZgUy5MBRYjJgoUP4C9kQ0ODwxd7LOFE1ZSYGhuy6yuDHc/LbyG/aUWJDGicULyATKcL9hLL4Sr3UVLeCwsDnq/1Eb2ZDEjHIANaYgWAj9SogLcU3pCgC9J4mf9IGNeNYDO5lV898fIr626sfnqVDDDg7AYXxeuIMbK8Pc4ZnuJaRWAFQb6k958dDy6BS6pnAacMdKdIVtVXFjLiuqCUuSsrGAmvumW67tEiF3rFjQNm9wrgW19AylsgKFTAUujhK8F07oPdc3xrSYG/jTN413yTlMkDKSJ42rFJGo4tp13okl73Y60teGcFw+l0hNeUIN6/ooO9bQj3AAMeazdu5IOjQf6lKIZcos8KXx1LWBhZ2oh3WRc6GX2YDAaId7iMy/RDNcpFCiVhPaWOXdFNKFlmn4/0YUDdJbVVdFbimUfbSFQ/8egvCcdtW0aHI+FwvkrL+gP1cbzqetNlen4odolXJ1RhyUewl+GTJG0SGjH4Scch8XtKUNxRnsNJJPE88PC76XSF768smDr8vz1TWmIti7OsL2OXNz5Euxr4YdUTRwVX3ahDwaaWRAzkxhcBn86Wb5mvtvelRqcLELP2jK2shZgcPfBBTjnzmkg38aO7kcWIhD5O4c8xI24XNFGxixghv1BVvyUMKwgO8N+oHu3Z0qhMtTRKpaNJwRQCOBvL3F5ksRP1XhD4V/FbXVPDWCrMYRG3fxaow41M1NrmV32DHZ8n7lcJzbBKqJawlqkf/k1YlgM8kEVdS41SQK1ob1+jOE7hE+i1MdZO8IWlD4cYxO05kUzmWxZXP7RBeuI78kgX40DnmKuXN4vb04tSVRtQG/NPmlIBtOL1TGRPUERX65IvTWU3gaGKwx0laAMa8xf+q9rYUkXTXhjfm6Eu1nl57TOfVhYXTXCoAgf8aKLyA7OIWu07cu34jE6+FJUg+1SHTe+JUxQlOLFI+NGVULE1rgWLoP5gWkZUcpDweJmXWB6zidERWtlXlAn4fmsD2X7KyBeNMY4xV3NmkTbvxxEGA3pWoGg6Hz2lTiK1YDlwxHhmLGUBvAOqEGyVPcSi+/lr+9bSriVD1wSk/XbcyZUH+PMAU706hY4/Wf7ilK/TynLmICgdvLPmUeUc7fF4bTXdW5eqCjYhw5WIhxVJX9ATczkstp8LY81+HZIGFeGzWndeZ2VxY5j3IGSjDZdCkLHvcVnktVSqPFB785ySligMgMU3NuN/wVTnebU1aAzUVOHxJUu8npIAzaVgMVcG8AWBpoOSvwvAxN+lPvI0Fvb+dxaMU+e5/wqyJdX0+N0bbPMT8HO/5IHFjfRZ5vtEHfCUOG89O0t7RUG/UySjLaWWEj/mf6gaWNF/kBsX0e/XLankoAzgK+Z+XH8dSyzeIAYqdUMV/sAE2iD5a4ThJP+qz3FJdW4aHg42dAhWfLS1TsQx1wYEZhuFHmnOdeexj3k0VjrxBMF72keBNZcUBIcuco7/YABjBNIL/GJlZdauUDkJv7OF5QhOMf3SLdR4c583EV/6QtTUDLxmoo359TAsej+WnP1Yn0lQVB7whW0QpCxWSqusR6b+Nol6Qm/J068Iw1qQMyQ8Lrgjut9krDBfxKWHcMaTqfZn0Gqj9pqwLpLyMnnlhPU4P0K3cOnoxvdKUZU8eeBACjciC/lfj/T/AGydQuBTLxjsi6Bxsv1adI8ugX1jNuGZVFP9Y7pSmDi9ZEAYOKWGiZxDWS2sbdBxsRIVZB2E/MXIr8zpEniDv2xQIhqAsjUjIRl3VXl+B7oXtPEcA2nx7qkPh65yvvR/Hy0J93jaxfb//XUZDqDTeT2dpuc0RpeNWo3xR46MuYr8/n9/xvi36enAKGssoRfG/B8UuDsg2TzlHyp40BsbKrBPgLwKRHqY46ZBtAOqC844+WVOYe95LA2OY26WKAMCv8nkGeE22N+ykeUE6xeCFfk1jc2kFg7TFnJPhtBcOyIX3UlPeYJDJzsYh/94GJ5/GiUIcNmeHHriVo5SD75SvjtwgtmZbg8Mb3+7E3HKYVpookaYS0F8rsjGDG/+fi71VMtK2pvegOGk9s6BfGiHl/W4MAp9GbiO8lv/zeHA4swJgVq+NG+tkJT3nrjgaUd2UcHjHov8R+9N1yGvzRcH7fkV2wlSQbK6FW5iMacWPnK8WNUrMqJXlQV+HGmKXA/4dXBGMELYwMqyGtSJZdYZp1V3MjASkxNZ9mFecZELBM6tOs/w336MI4SeA7n1zQl9DDqs3nQdpsbphkpsFCQssjzyri0YQvq7H8oAEUTj0RGKE0sqq45xX5w84JIM2OexEppdFZAHhKPuarHGKumdIP4dluq0z3JmEx+lweUNpFpxh0499cx8GPCdoUENFIAOf4AT7rbYusF8iibYcmxK3NKidgbOZvhgY8SZgwsIasyDNTyAYYnA8YfNjxiHAR+5D8kk07ywXsJif7PHMl7dsqWBn2c35zmtmuDd0LKs6RFuDaEkPLOhQTEKjT77BaMMHh0KQIYzPDY2YDEbIlaInn0TJeaTn5o/hd7rXsuwsSGZuJMOZi0SubYy268ra/zNeLDN81+glOA42uTp+bYSV3u9n9DVcseP5G+Pwaqc5/uUDHAt4fFMqXhqhfbAkRRw2nOWJXONksVEQ0UOjKUMQIdMQNSbDRK0hQdcUGC1K+szeCPAoT0XNOVfJVRj1aeaYpy/5I37srRNgd8kQn6DrGrYnOw8rLEbitoSMqVSeCft+CnKWzpcTW3X8q8DASEOn22on2xzTzpayzDwh38ZezlYtGYBB2rzQIt6TRBuN1dIOd5PCXtdVS0y07MHyDFxlsHBYURLLMCj255zVOGHykCFzB1AdwwHnea1RHCCWkx8ioa4fiQcLLC6QwL4hsPxrSeQfhuwavJn0PEjh31UTYiamKW4vSDMtsZ/biGwzSP2gFCcOxrWzoV13JHDAOkRNE/7tNv9ixVa1TGxSdHuhdGAJtCPaIfhrfUUrkPagB29izyRcX4ulx4Zd0TcspvN+ZF5/i4TsgGcOM/n+s6jTkuYxV/dI5kADHFj7tKOeCGC0AB9JovHbgO7Rm4DjuzziJ5P3UvozX+aLtWiKiafEfihqa+s7bTMs9dghWGdb5SfWNHBlcjCcZydgPWpsGO+uqXFzgieZZzPz7Ak6JmVPzxDLPZAODirUHVdy2iW0OgxhvrWdFxFLsoNYNkFp6hdHww8Ll3R6oQVDO9IXTaegPgSGK97WmFleXONl/EyDhMvMpYlqqWEFhshGJhEIh6IG+C9SDjnIYqxv5rxNdFaTU3jX8t5t+raklXFf3KkTZfVwG+207g2cZqk2G5xBXpKmIZ8LqKiaY+hDFAxQBZVrdM1+atsMS6TeIKmEdig4IjwXjEYjYue179QiMSAY19NZXN5Q/TSIenx9yn+cvijJeay48RbDH/o0K5d4oD66Ab+kjozr7QIuBgwNpoVpeni1UNR3FqEtfLQU15TKwb0meqKgpEUA06nNX6HFGv8iR7RCnqq/QeJ0fif/XSJAwdu21vTf6JZCueKK8yRvkw+VZnqilWtKlCgVN4leYtwTRRkAttpdhBjRz30zsUfOvDidQ4hC0fGHzokY2AZbcf7yxm8HLYYnMnPdtWf0ZUh+FPgXXvYBQPKUOimymgeKfTEOPw9JAfm2xvbEKmhBzHYiY0kUiID6DyvicAw1XEWkzZik4gfHfj5y+3CYr2Jq9Svny7+bqZcc+3nuHWOLjMCMoD42yART3gydYIgns3CQPUeB1u8yLUaJt9ibeEjKpeSAS/x1+NvDDTO7AY+MCrB5V3rFw23xpVFmNGUXE+j7MICPfdk2NEUwudtTo6oD1/Ai+/qBoXPeba7zFU6LNxwK8RO9mUY8JTULSUA7/Sa8b0TZ+HFKxRqqYg1HWUJnEfPJ3soDOiG5UUV1A/KuSJVM4WhNMFFa2xN38M/s6BeeTtIEKDhHC6YALp1+/76nUjyGBQu8tBLFEeh243/sSp/GlexNq/SiaYbWQbJI9wOqZPAn9LOd4mlOpV/WD5FuH6FaYeYN7USAe1N6H8/zvmeOji0eV+zU1qzPIcWBxw2CLPQHrO65nY8RqHUsXqQH2XdTPmZtmm9euNecdEi/L1we8pTFohXx56j04Mmi9lHrYN06miNLlXifWB0pSCn4aYRYDptM+aSKHD3A9ez3rsK2Vv7m9OFjhHoDFM/RHBAC1UNHRETzVkT/0FAp+Q7UXEoru3Afxkv1Uwnn4XlxK+xJW2be9UlicJQZXDBr1jF9mjcmxLJqMNzm4i0yLNT6tsZ1QNYaX3JtqgAzr7MWY7pL2zi1owOipNkGbZt6nmlllUvGs50ki9geWbWYsJdyZij/6VuWlJ9JnMcXFHCRLiVKpYZy5I9pid2MknpCn+OEEDN6Y5kZVm4cknnE/9a94vE0djCRgrLvohnyNmPh/CpjHQPMipMeyB8C5O1Wq87rWhug9grWZ8V6XnjV13oXuMBZqZeVcXnHu8US6MuEvhQUBsJjfRhJxC8H2g+4zMG1FqRhrmZNZtWMx/qjMyIcOrOZtwxEWJg0UcR0DURq8iZR1QxrbT66SDTy7rXAsKnPaDuDJDpFn8TPQjcHNKPBDH/pUiPBTH9qDNNGxALcPT0irwP+rUo4yS+8Pg2eyOMeHcaEBvf+ip2ptM6ynkfR3FaGrBwfATVXTpm7Jf8ZFKNF2qORYM5KVRKAwoxSOdZ163Pd6bfzEpdkLTG5jojAxqWJ/YfFgXy4gXVF3Qiu43HL+LNoiBLR0rK2YJganmmVe+JIx5cVmTaAMNjT6a4lyG423MHQCOfVUoDwqcVrC0rOnAlZ4q2mvlVIOgY/VEgWsO7waZRwoByNgSiVcyacc1Rwgy9zihcqjEDx05Ltwu/Pqv+YVBV/c1zgqVNkHNmKXWU3AWtVqDrNSecRZC8R85n2dfMKZsgqFkv9dQ6MPfImlKHGDX+PsoJDC0ogqXPRgZ8SfxKxF6JUtxJuRvySHUoUOOv6U2b7slfgEMQfD8ywLFUxEx84ln3Ti9Qgs/zCl63oW3jy2+hTQoDttIBpcnoqBxJwWNEz8NwrGXvh+oAWzeV68B1C0oBQ9UixbWUQzaejGzH7HfGcv6dkuGA71T6TaMuVfUao0wd+2Hie4yXJFVPT1IIMPpMqJ35tpSeOTxm/APUdjiwI5M8rFOLJojyNnNmZN8bcSfhuB/LmT/8+vTYgJYP0snjkqAa4uzlAf0GMxUKLxZS5xjayhIjQvj16bEBrNH3e448sT5GiuusIGw5f0N9UQMiATAyILQies6J1t4PH98zxmLEHwhD0fO8ks4SPTIgKN0gtwHnrNXEBN4zz5YS/rlUHnqHUtaz7owBHfnrJWuEpIhhLUr4zH1kyxrn5bzTpoIKO3SeWBS3RHulM4H6l7+mI/Vz/xkwFdZcgR+ZZjxAtxgvMtkdBvi2/PcmTJtnTfd08QCCh5sulK/cfEUsWSPlh7xHenCOv3N85jLZgnrnbBBClP2GDsb03dB39HzMJMTwaTLxDQ8MmZszucn67bErhCW5rTHjfl1yiX4izPPC5+1nkJSRKcqUX/xKohqb8FnMhS5fKGwDuy8PRlPuLg9sVUW/rPBJ9AM+XkGDxxjq/hPPvCoO9tra3QbEtkN58tZusOZIF0jKTdd6YvTTVOdJKWGpF8QnRiGsuqQxg30mD6eW8sHK8xOjwbBUJfrBBnySb7Cmugd8Ualn8swlrmBFswh7lDcjzoghb3sVAvycliyB3aaQgdzTAD0mjSvxnLmq6BUQP4x0y3HZuVKsWY/15znd0beTwoOr5++s74ijfogCOw2YrHCOWfXnM6JW+OolcGFNGNBEmfpVhMjbhdhpYR93eaa6qfJA5aYruIvLz3VDaeba/FFlz42xVIsf/QlLoAzA7SPAlJVJfQp7lq9cShU8iGNdyUy0MoC+RppDSefSQFXdxYo6SX85KTbm75O0ZaE95UwnyoBbMxZr1Rn81vyZ3duY8k1OlHfjOpQBg/oBNa+oZ6/FRGHSWpjXBi+abg0tCKagfoVWvfCSrpiQwVUGGMtT91iHC2tjfG0hfdfS/erDL6ZOj1Qa3FWFCkMfcpVpA74y1ZfmduZIz50qpVC+U/xuaT5/o5gaHagXhhsQ2/HCShuA6fzXrS7rFNEqfIx+aM3fm9Nou6h/ZxejBw8/j+r6cRy/gkyiEquu5fpfJHKydCPn5Hc7ZvshI7tO1h7gDZWVlRrynJewOUtTw6NSwQ//0KFeyFs1hLYUtvqgGvc/ThoL8mMfVJggvNfmif1SG9R4rzrg9jktrvS9q9wAvqkkBUOZkHU5uQfVsk7+lTOHELfZUjg3wNy84lJ+MxHok0BOjiFRNomEgMs7VXdgyMPqqArlav6ThjI8E0blL9vKEQn4NcvZjgQ/U5vB7YbJYz8ILb3ssvojihW1xCwNMG+XLS9gWNDIVlL1130Fu9JwDFHh2BMi5dCCD+rIGBlAOzIUJJWFTk3XOwyXIc+z6CBi21xm/l2mGwr82OoUkG+xeXhEPIYJA8IK7hRTM/8ONelNqs2yuebwFnnriVABueUcK4dUX8K8Io5au0/NP8L7xXiWZCs34vJQEtXd+aUjufVNUTFB0/KNhZPZvyRWpjCJ5PZPVXb40zc1Gks147mIs3y3XRvoUswDHKdIOr6Z/o1vF2KOPWDwxeX3uOlOldekwmBDXmSuoDV5TX04vVTrRT6WBhqQPEwY4J+F4vdRROtB+U04+6zwB98rz6PvxgYMll/rGL7ggl9lxe9HtFvas6ABpaW+5aFqKb9cWMoAYwPMD/3bg25OzvyQWEU4hTPaYUKsS6anP8bl34QB/+uf9cUtZY6SWUCgJnhk9A43+JfYHWrkrnedFIEN5jjQEwZcXbCsb4PKvtnBojjfDzbWnllKFbayXIgqo8OgAe8HON80d3HR8+qPnNRRmHBRBcm8ATFspIr7599g0D3vUc6Oyl5J9fMGhOk0FB1XMarzYsTRjNjvhBmCYN6A7NezrlspN5+/W1ZphGU1dKfBdpMlbmzYV543YLJcybSaMf7Yz6W5bbSGwl3oYPMG+ItzWj7Mw7bNZRenOf3BiOu6RS7BD4RsmDNvgBm12h2DAuob9Ry79YVsz0dTybVaEyi2Rj8jIoTiwgHnBHmChUs4YYsup8264xl1WP2mmlm9ztngCNnhAZJXpAPwTekY18lGE1ALoZ24oYI6cQRzvg12GEAied5xRq2MkNFpNueBdW2sHDnkb+5sgxNoLnqvzr4t4wiifLAYB8GJfyV0WL/2Dve1cRp+p2Xm1Eilo6SnJK4pPaHSH3SKAPobOYkhn5wkDZkJcSPRgbHDgD7TnyHqGX5gn418lPQvOAh2GECqsSt2qaDGzldWk9gtyQCvq8ee2WQSEFccBLsMsLLHWxadpzuUUZDeFhiFJ90Wo6DaZYCqKaCVLXh9QZs2Y8CBpMEHqTOJJ+xuA1poneNvB7yLSyuv1DeZ8vLq9DwwbCZgYkm3QXZ4gFsvLzfWzuUmXsr5w21Mki89S6V8R39cpdIYrSljTEalr/Oxr3g1ov2DaAHtDBSAn2vkT0Bo9qkiykGGRFbJGS2U8j22yqpPb0yc6jmqKNg115qSdUKnsRtZXHrxsHBK74n5SRysO8UX9FsghQEi4rzJqBnC5ny7SXS3MV8XHkpCwsi6woBxpIQiDecTt+eLoeeVjEx4znrthpojmT4T30+MxwO+iqAMGGnU3sZgwkzW2UywlX7pK276JM0VeaECFygDdGsehXJtKk/YxD2JPlf5EJ52wUUC4D0lgBgJnqS0apAMrTaA2Bro4WKrGZO493EStR71J9anbdpSz6t1PvPpCtnzwHhKOcpIMX7qaKF+ogViRzrp7Uym8AS2v0m5wq4vfojCTwGH1ydWfS2eNWWjTDUB8aljaBAD5oP5utb6Msd53vCFN4CouRqUAeQBIX+Vyqixa6IReTYfN++NXfQoWxts4b+PL5S3YE2DHLGQhjNPHWPJCtlpWGalcwxVnPM035hXH4ZNYKGwvY0X5IEZMmUAHa0PbEu5/O5b4JWZ8wxvWhJe8jTvPli8gJ0+6ZrkBaYMIAmKEfgPHdnUCP7VCC9kDSRHguQ59iI7cC6Zu42yIVUWeYQUBoisI+Q1/4KHZ1mf7ZFi1DvGMvScVDPvTB9Kcy1itaVyYpatOyYjR4WlMf9AZEXeo7fi12iZ2yeZZyQ6YNoAsCTanRc3IQ8r69Zzw4o9RaiwfX5lTEs/ewAIJ1AzMZ0oA3rS2FASmuvCtJZJJA6YWAcHE1w5ziynKrmx+BVc3/jpBFBDNdKkQsoAIvMb5n/tjHgMXRuQPbJz6PRez/psR1oYYFqlu+XLmsBoaG9NoCMk/gCvcCV/a0MjZbV1Mk8GtdrnpQFBakMesz5iCakZzQLTC79GFDB242lOe4UrVBmQ+myUI54C8HK3EcrnOM40fMRFB0HR6jUzi0QZUEhykgfhOue5nEzUsPzWE3HotjSxLpMGsEBNGxCE8upU5Qy/eYRqPDhBZnL+HWBE+FbJr/OhUAKqNMAXCVJdnpr6jarvXih54rbocdbXoA1owaI/ges+YLCHTSriLfhZ1Mc5f6k4sfOQCJVpA0jVJv0cI0GXs+6mdAHxuZQKRy4NEPEoX4Czt3IofZzVYjP3GueFZZ29KpM83mAkheCdCE8FuSN3Xt5w5ozPPS/c1StPqgrS6Wwbu5WSW4UX6GlGd8XtBC/UHmjA6jy7SF9B4DBZ24z/nildQyYGYQMjdKdlKQe9q3jSd6FkG3Kf1Tx3zjutOsvU+/BMXcbUBkz5Nyn3QG82gfbRhW+agm5tYI4yPZdBGF8fyRR3eSApki82+As+iT3qJXg7QE6pZR2h8gLKgLjeCOufeFnEJbaU/puh8FecH/DVzZs2MEfZcy4T2ajfRQKIZUIZoIR5SX/B9ETJQymfbZQgQ10vpDwl3ggDee9xbUDtWdMpO/AiyP4W5/0jh/zDUWCW2cKvjCMb69TjSEREGxCZ4h7FMLeVTdeqBjgOveRsQfgEqB+M6CfEgaUNWM72yvc0G52mWnqP/+fMsS4JNLYZ7yboLYhwu0cZQLGtAlHXRbitE8dvB17/KnPc8yTQWJsiqfOKWiq4MkBYczkcJF7wPUqs1ecVCm+Q2z4QknVmYtDSBvjORer+AFLQ5+fqOLc+8C5ZckHR4QHbEoxUv0dPIjWBa6w/CtSdsJA3jGsDiOG5LCqSnsy3nhlHIiKveEBkQR0O8RiByd8FZa5KGoV7tDTgKbNv25EiNpxs+ijzlyQPZtzE5zFoYDqBFrqbM+pJzhBbCMoawgDBy4UBA9csKrUoUz7YVq7ZNBu4k4UDV/YSnFMM3PVVoYZpQ8ZykkgEKa1PgK+Y5jHWLHoR8gYlvv71+FngrDnvPCXv79Cnv074J1LP8HOGZ85LMbAPP/anu9ZPEvpjmMIDUqYWROU9mBJvvVUCuSX32AztazrP6uw6rze4qJ87XKiMTmvha+6JFT8IbdgDi615Ip9MW5FaOAe83duBoh+ItagAZ4lHwU7UBlk1/L73AF49hEaA3R74mrWo5ydAo9WyKeeHsS4Iz2tCanNjsWbAH37yqvsrN8QbQVtycldFqYRVZBDyyDy7+S3P8Wck0kuyFGf0FTG+XrjlK3NZJxUcwxOwqSEVDTMGaBXB8Qqp+qks4VLOXwFGBFgi8Frfho54SUSAjSC6H3qeNqCPaubvRNRFDJ9xeGH+wCY6YjdUi3zaaWhpgwhf74zihGT90LO1AcxpOe05RVI1glGO74y3nm58FtIKeeOff8L6uUJ/Hv68ixpoz9ikEYlShXAv8OVWnG1lL5p7Ab461knPWHQoV3ldYCf4O8IfA30PPQN8HTUEBLAomekFYd/livXI3PNkvsOJZptIjrVC4ouAGNQ8zLKlVrNCBN+PmqD2Cg1llhITx8+u7ejrY1NgNfOi1xTjwQPIWpHR2QFGBnzN7PAdBD/74D4BM82BM+Zve7lnSNq1glH+rtaUnoEwlGxEduyRkQGO+b6pIKSutcUfQ4P0nUdrZKls33judJqEqDa1R8faqZJQOHjmt4h0xvwHyK7bJ0SZy6cWsz/+xlBnLJtRpv02DgpWnBkXV9oAPu2FL+xCHRZ5/jBSS5IUzESVYEtGpM9jYJkJpU9Ib+UFzwhfh4+z9i+I8l+vCL1nCzpEBrAVkQm6hBI2/Dg+aLgehsGxVB5w1x5oWeLTivFgr77/WT7BzXrb0HCh0Hx2CVHDYjmw5MS8peTqOaWmt5Ig/6+f82dqecQ1HB1gaiimfy3CeIUPjteBRZvo4ZtEZAtAG8CMW5nyQYljD6z/aDm75UesRqc8Gwgdq0hCh1gGgoscETHls2vWOuspWzgkh86/RLXq/P3QMwumD5LPgKV1+oJ6a4SViyghhwN+Sl44WLL51x9RN4P2gDfAHYmyNBd5oiemo8TXpcthFUKCOVhqT12Q1hP8LR1hWROEuHvdEp+7HtY/7LvrLtw1JtHHl0jMa5v8CtK2SAQ2rWCc14it6HA2v3JJIT8T5n8TpRyVgbLIO8bZJtMyLsm5R445K/zReM96DX8rp8H4bD1jwoDgCS+XNFXif+G4a0Tic08WTFFp0puOvjlgqLSLMkBYlxYFubuD40Ilty0QP+T/nQ7ot8/0JIMlIHjG/J+c/jlOY9Ju22S+75AI3ybIlQFS4rolzMaEkFCgJqx/ioRaR7cQCcLo4dGU4iq51KxsFE8YoLSX9JNUDOyRK0bfLRw89IuWiZCEb3rIgk2LKtNZcS747xoSnpo/TxlgwgAv4DQGb/CIF7VKI0evm5wm6gDN2Ku4uiRmTQmDMkCUDlyQUQT0hEef+A7wegNef6p/6DB8dq/8SCsVxo92wAeWUAa8JQ9mbARlQFAI2Uufi1WZkKrYZhzzpSdtzvUUyZSAb5DH40YESuLwpNxlJaMnSFF/Lh1kAO8ioTiv8WvUzmnWV3QJehk4ygAVKaJ+kJ+oKC8gL7RfS5FR3qDBLf4loIHqPxJS6hRacu/6d3Eay17tbXuo2fjEC5XpKAk/jtIzKknrBz8hKYefaqG1AVaYZV6crbk4goY0WKb8DVE2Y2EIKctruTZA80vceyRE3vuFQzP2L7WSZWIiZu1lG3tRKEBh2AV8PwOaVIDKDXgZ9IklN5TQW3C6kjtFu8CcMkBkdEVQ26CYZctqeGcoFCP0LaPjoXCFQeCqtOnrWM5oAzSeNDTWB+ID512giixvhhqPovSFBpFt4E0clNciu+IGRW0oXmZTY/GE7nUqN2GAXni33pBXvkAK/C9qdLmN53IawpOuKVWVHaYdbKwgywEjQRM4Sts4rVUToSzVMuDvDnp5FVBL2F4nnKoGhsdMI0ME8CCJCLQBnmPMXyLECqVy/k2PQGM/pFUiOSOE1yMr/MdHGHOLB2297DyOcNoAiZ7kabqqIHCclonWU7Jlwhf9I7PdTJxMuoeoDehCSc5VNTx2NkEYM+wFRhxI7Ymf4MIhso/N0bHpQxxFLiFX4cymm+B9puuJqV4xpfeNWj34kp0tB0LPtz7THvCc4Hb2LxLW+9aLaicqWV7ZRL6LF/7g/Vq16DAMUCgrFVJGN2gpn/bAdkpQg9mQIEITMSCxv1i4V+CWjvulUEXeFDTItfW8BeWfEL6yK8KxrOLp+IRwgUUn14Y4zbi1f+hSaNCe9XDLD5OupZTkJ3K5eCCcMm89g71hZrViKWlnbJVHHlYznQnr5cQsMLRygjagLf0c44EFZf0uSKiU7gYkqAXlt4tCr7ltDjrhP+6B4Q5fZIgA+YXsr0ydG87mOP8um/cDpuEM6Jg1cegs5EzqR45YEfq5USRoaAP6Jhbr0P4uUhJiNnEE+ytA9I2m4WgZtY7PEbbnpyYypBDyK7FLGyDyoVkQ2ggdc2loZniCuyBaKDpnsYrqDWM2iqLAI16sDfA3ZEmKqGfvrrJzV+FFcg8tMmc9TqnVOAxTJIkFMBB40AbEaeOf70mYToUohzEjdnZiYLkPON8g6U5Td3f/NhgefojR5nbBVxNr4cVc5kNtQBT+RsQEaRkJsShMzikS+zqxOmIw0GtmFjZnZouQTohBgpeI+III6nj9O5XtGlYhCc9HfMrCQv7kPbZvaTS6gkR66DfRADisMtuj/NomFu/ChDzpAWi1t+foi8+iPiF1n5FfEnVdudH0E7QebYHAOX2g80y42gC+K0VqFj/AaL9V23DhbkxHwgi8acs/XzRwr/GCIbbfsjcH+BTO5DhEF7fe+dqANIp+aIfrGKfxiAXimD6vkVmPMyOidUfHaGNrszQmEhmZAdaLK/O1wTnVFegYI99innVeHtKO6+gpMs5xnjaw34bcNM4sB9RBglaYMffDSDEdO8vyA+q8WwxWp0xSUkcsIT0bt12AQ92gTZKAoafhMDPjUPZ+jRRdO8Zo8512jIfrFzIYvKTtkKKqQ38SAwrhM9ShLE3hXAmH5tl1+ETt54GnsjNfXdYEQVxfesRCGA66pFguDLiuWK3d4FgHKdYp9hnIvuu5YSDoFE3QN8xvOnR7/L2qnPa9Px5rcBKi9AJb2fGn60hwylKzwMLT4sdto0GeHVPnsdwDNTPbICuLepf7cpxaSrc0WlhGeQMdJ80QwzfQZdZ5Rqbmf3rZWJzrxnnnhYM6k1uqasN419fn/6FpFI/RntImtQ0zR0lWr99Moa99M9BLob86KpEYF17LYunQn0a2bNUddxjJLtzMOISeMxGEg19m0lm3lhL8eXhk4BVxbuBVYTPA4d5xLzzkXwfc+TxkgamyUYtCxrw1tT1jq8GFOHiKJRwe4cig+rHz9Ao3Qbb+C9D0Aw2fee4ZltkDHtpg6nPP0ymecyHImsB8YZkpl4TbccMGOWdyCu8TUzkpNGTIkopgQTU3wJH09BJ2cThcm385qB+YaxtQlTUeRyeUw9y2xvwdy+y/jhSLFh9XzMmTmykPdC2ULP5857g1PKWCBrScTictFxIZayJmzKn4SCQTee4B+oFTbC1jHIIXNPQ+KDQLeC30a3jI4w3uZWwI9Y/2b+JdY+Ll4EMqN4A0HhuXK3pKnDwlA0+PJ0vSoSfr7RVhuyE3gHagl+TOTcfF4vvp2BbblP4c4i5HOsTwCle+vjN31HMdPYExAy3zcwOIVTPfUfr4/+JeQs1pyawC5pzCmnxfECWZmHRqz9XlBlCV3TskrSXpsmsrIN69b4iTQfNVRjLxe0j/lkNSUxf/B3JLk86hhI4ZuQH4gsKCB+8zFtachstI3cqeP5f2LLBIfyKxyZzJpDDA4aLoHD0htLe7sad8Mtet+akvvwrVnFg1iq3jjcFvIL56gWRNnvs6TsbQnobCgMpuDOmGTmXNeS3leqt9cOJepl5ouvgsQw91/pxVCwQtSvROKAzoXrYold7PaSnS4Q783/p6SAxw1Fsco3wRZ1UfGSz4RMdncYLeVFYY0C/sj6B21LNugysfnNuvgmjMx19jnk9gxqGTtzToNCsLSwEcba+BfIYYvj6VXtidknAKCgNwJeWgVnvVE9ybYprIcOosYY8/lz6mQ5z91Fk2pIauZf39k8OBXbn25T7DeZxds/N7PDfJoiNUhodHCbYrr7Ym4g99Ey2IhQ2eRU+rBF8bOOsOySQUHvBtJ5pwozn3n1i0wqPcD3WYqVrmNpSSYQL0fGEPQrtGZGWuIxuyT/27101S+9YMb0GhhX87NsKnIma9hTMVzjlAi/zmBz2dcvuerp891IKUee6ByvolHHXycAI34YdQjflGykLLfKiWGOlqYj3CcIdZ35+K7wxuRYLAYhQnMA25AZ/AbKXHp9WYRUfdLnn0Cc5xaT60Fe8BYjvyK/rCga/Je+mN+e9QwHbyjdrMFtQ0CwgmlvnzwGO9n6OTM/MF+GckQ1uD0wFbDfyRAR+3IXq9pRSlUBh+d3DICNbXPh+nwQP07E7Fl/kWOjIS9zScvGtRVU/+d/ijE+3N2wbYO/PDxWL44Zbb5oMNEbeBBL9hh5ar8HrggihAH47jKZ0GgcNZ3WIAvmlbkmb2vgFjdYqks0hwJYquwUjb2OvYZJ7F/JjU5kUXid3IGn4mcCdUIizAFx0/cXb4217kN7NXWGyHkF/1a5L49pJnmT7lA6161JKE+Ha7Zf44KVzTdjV04lKUF3bLb7jYhlNTo4MtPRqu5LzYs0bRVg09SdAiM5Ab4ENQVGWMOGNk9a4LAtHyDy+H/SPvhxAoHKtPvTo5o7q2bSg8l52Rv2Dtipp/1bHaoeMH2z4J3vQP5574LkAK1S2NyY51EXgdI2tOT2APVUgA9HDLTRs0s0w88EWDrb72IpOB6DzjpuUc4ffPucjE9IR7nB+8iOUpaSvuAK9rsCqL316X+S2pTGEnYJJ/15alh44R8onMP3xKLKTkzEYUU0/HxIp5tyduDV3yJXnspOMLTqUdUfFAZFhU0CSK2o+ooa2F+VYQ49qIAqmZ4Amquu2axp8M2BB0vQQUK80laG1z4gyNfwSH7jOkNBADVu6ET3/YnjJNybqLKAjfOVl9sV29g/Y1SqHkFm4NO1pKP6CZB8iAi6ZU6jyjCfmbc09TWieU51/hPdpunwC/YjHSG2zpKlWNZgawoMYsIhrkgSPH1FWN8Ze0Pck8frGBMUq8k/07UBd8UXzB2je/gVa8jWq7kGsIMQrKVHD4mry68iVQydrhNhwFqUDYY/CkOBkxR1FM7RUKn9HyaLBerUzHHngcNgeg6ciAcMThB1T09S+eUBaADI4gGwEWRwcgQcmaUPdVj2n+lNAxZAZQhdpXLKxDIWcJ6bQ8/55tbOXT0I/FJH4qP4uXUCVlmQHEGL6wMhUs+eX1Z8QFvGk5e8GpT7L9SQmdr3EorwqlhhT750gunhA6hswAH0Zt0uoSaq4bJj5VLGMVEZrKfHiJD9kzHw3ITP+ZSAyId8JnpLHuV85rrn7TAomn/HJN/B5/EU5cROV1JzBuaTpHDHZhx4xfeV34aVHpezTzALP6udZakji9fUXUBSUj+OK3LrEcGsHRiEOMsQG4OApQ8yGvhfwJIYV+I0Kdu7/sqU6Y1BDlBxhEllXoiHu9aCgDNDVnknzTENZRIpBudYJzfhzYF805DGXDLbF4zYTvwDkiSsgMYAI/xue8Vmsz7XctSB+nwo/eYYaWHfn+zAoV1+t8l5Cik/mauWcSz7c8pLwQ1cPBxXEx8HCnJME6Ep9Cb/gpqvER43e/V7KUTCUIyzyQixbGWM2J9WumwvtY19fYU2OB53jPyH06VYLQWIiI3lF6TgnGzs/8SPaNJ8PCshaK82wolJ+uYonLGsuC99HgjMaQGeDFvc9O7Has7n/9OfKlsQLDRgGQ80gsL1rgmI1cZCUkM+BqQ4L3Ir3g+t8JaSwwPRWA/JUopFM8jRSdLEo/uiBO/T9RisNvOM+TzIBcNDLYFfIRWUfOkY+fZWA0lMfricCcyrzTz1iEoOV5aBUVT1zcqhLeWhDKz1KbrYdbWuCvHPE/ofUAVnjhGorwBLMeqF6L+UkZ/Sodw7OdloadE7BO8+UaV5U94aOLKfwzxk+E8wkh6WeysQbNpwKcYi+6yFdp1YMNpDVs9WuTz8PF7kmSp1K5B36UBIRxxMGTOyB3Uxs041RkiSHTQGdaInPIDfCyTlRaRnxKaG0OesoJXnB6lbxOi2DxHbiXTWyt69BZvjXPuVCWTBlgbFDZdfJ/IauGCTis81zxS+PJkN5kg1NgThqQFcuJTsjPGcl+rm7w70dCUOtxCHRnkQAmjpazOlabS/plOgV/wYbhTRdpJWIbVEFXui1ygr7lrImxwSQnuQGFwqekwpGYCgTs4NIjrs5FLZNtcRmw9Uq9sR5RaW5AzxKfotMrPULxUh/fiGF2x6m5kOYm8k2IzcpiXLZewacNZ/qZDJHmBoRSbZD2ouVzeqnP5iwyKgGCVurDOTueDlgao7lOygGTAp4Mrsq0lAbOrISPC8XBS8uVA41eeFEZKxLYWDN+U/7AAbiqetHfkbf1WOgU623LBJrFI0xRAg5D2aq7DTjoQrGQ3Zjn6Gk5qF8kIcFrnnI3mIqzDwVLILf5ZQWV2OWB0LyO9Dw8bgRLuR4LceZHLMER6aCWCWfCgwkYp7yY2T6ZMiBGglOKhLZVycGAk3v1DcWEw6icf6AzKOELnmUNhQGtGcEjq1hywZtYPQ6n4Nqfde9b3bu+U/IRmhsQLkAbr3bMmcQPiAvPpzQ+urrNZ5gbLAVwuh1+CglavnbQ1lEhmpY3jKQkNyDxJ7GrCe5HuYETZC0f1hWarxpmwCPqfJiVG+BdJoUbS9gvCZnt+MZ6hjbJGasptZTEDNgx00j0wEW83IAwYARt3+d+RYoib2Px2kZ21UUUSEe/F4WSTR+5vTVh3YCjLWzkM1IYEE8saekCb6L6Oipc0HNuCXqyEbHaJhYw/qAU8g85G5xYI3CM3YcOKUKF4XcoXdx4glOR6DkSLxxZpYLH+zZMniOtGEMy2LBkvuCn5IWNPDcgD1I+XPYLuilG2lSHVRckbH1rtkkKjCiHVTnVd5VJxgRfGdMOC0FPyRmnhBFEC3omOVlxzUJXg6PNGf87fmfMpU1/fH8D+4ZY1ZcXB4UH/K1iH2oLX2fvM9/do08DkzLcp1XUYBu/NLSKyVHh6baoojBgqDc4zcC8QBH+kVIu+rsWmaUEsOg54wTvznWJMg7x6fRcxDFFD5cyXECooTCAHkQWYD8cGCv0qSCUd4pwqZcHiVVSQb+mzjkOgtKAD4nBy68jPMDj4eCY8tYTvpE8jidF0tUTLggQ8xhvOFqcJRUfOB/8Ts1tMRin44XafpHLM2GR1iEgwdUHTWtD6Nzk/YAb3P8oXQdpAVOXZ0plaw6dWHBC/AFkgDXyE+eJlfW5T8Ojs57Ajawe14ls+NoRLw2VdG2btpJINhoH/I6sZRmSSoVMH7kQaBwfJ1iAlaDXnktsj0GooWiCLT94YlmDPPBEeeyqZfZU0qigRIlOpoKelcOdxVCQn4QOOLLCAHG/KNRqBZJ/D0U0OL/M+gF5re0yBUUUVwwjA+IjoXLrKpbVL0IOkcvIx3yWtWgil2toqtVEbgCNUj/BOBJVmjdK+bdwYhtP14oNdKh1EMA6qggQfmHWEyHloTJxcgOI/w3+GkIIWseZT36k8AL1twQCE/2en48vdCJZR2yEUId5gp6CzM9FfgwhCgC2TE1QykEE4A7oa+F2lh6xSZ+3mE6uddGxB+LQB7X8F26bteoTuhLg50thsPcjJVyVdwqf6AXUxfvjoPPoSilX/zOIuZr5ZRdW5jf2a3+WmQOlql7Hy7gbmutyPSEFD7a/KGhYO0YSo28IO2L1KoiUiqBbnGKCvAmod0l3pxqXF0nTPL3oqiZMCM8Un9Eh9rtHNA65S88t1Yj+aFrFzg0gARkRDmNqR5wAv9YKNpW7JnCXxkkvnG6xYgzJK+tAvgz3bnvMPUrKCzW5P/uZEnh0BXWGNQ5wKNGaBXzoBebMBVXKxh4grjRoS0SAI/ZqkBQVk8qRKOrcakLGeaeZEwYssYimggj4X1eqmwbExIGDypXE9umNug5S5Rnltr3Q3MKAGjKHvxZ/yRFMhKazTPiU0ZgID0Y2kTmJuEkuMz9F+hRjXo8cq90tM1WCRTdR5Z41sbAWJ1hQHp9b+oR5KWEPxidgiV94IKkSJnexE3c+ggc1NlQRl2CSGsaHG3PIph7tDziWcipvFJ6jT5ikVsb+UJvLhLKE6MG+9MBPvKbs/vWeVKmtFZGhrd+9xe96mqdxGdPZpNMmVGGFBzqIegS7ZzfnICehn+IuHLgbU66RRfVckCwvDHgPITwUrqZbm+kS4XzjjPi8f/MC7BYvB9lLkfetYH5sKWNiLghDG57F0gmRUTpxEkZDgc1/vLJJ0mms8ADFx7XFeWyAVLEpQQS4EGQy34J7iTbsREqMAMWR7mB3c56Oj9FLBVl+SI6GH1zG9cSM6wq7rlH0tsVpQH0r9wR0bbNPRHml4T09tiFTEbx5HAvzFzScjXRACgNEfE3NOWOz6BR5zfSReWuBKNczez4pDLiFJo12eIoBaYe/Am6NLThCNuGnOzD6fpRHbkTGucsoIQoDmN2QEc24x5CQrJvuO+3lNyxDks4/vksttwxa0ZG8MCD+DFV7XEikAOe3XUYSga2U+BHVi9h68VVmaFj8dfjLYeowdVDJNgFisRbYRCnaSpFuSyojaEYcZpRVWXDp7wJ/k2CJOxWeaJwQ/ViRRPgiYr7xIilIacCbILh6XPwKihTwi08nZMx5T+aLJdFfRSZGBKeIKbQ0QHSoO9RC7JMvr0gLO2Yf8Jegi2gbsQwpDSDnOvzhobqusUD4AW3i8BDH+eRqu2ZRZd8tyQvxuz19w3wkdEp+71M4nJcGdOCyH2Xa081tISSFSeiJi9dcKUuQnrWyiamx0oD3EP5DUuheUpqtirBYxDnUSGqLJIemA41FZJuz/dkQj5eDhRBkaQBp9CEZxW1LghloHQT49flC/FE8OD2ujTtUXK/JlsPp61bqbBxh1EDlYWgcoiM8D5uS/N40Kacz9G9gbj1TpVMeCGLr8zaQWCQEjik+DREV4P/g6FgoPvUZPNEk5WlsYQMfT6BhWgkPdjPPLzp57+PToJQy3srAHmXnWWdRcmY9unKUq+/QevZkDAQRzgcenIkd0ZGcxyG4sxOG5K712EYYd+QLFxTwIOhnQP0L1czz+z50qqOnicKm0Ar3JDxIHi6ywPQcVV3QLGOAhwuSoYClvKeEwe8/MzqOpSAMB5ZfboFyzwVoqTYNpQHJdOvI+/iijsDmkjFUlR7mEZnfVd/E+TDyTXgR5bGeoZI09RLNm8Yrd06C+SURSb2NYdwlhnSL47lYKj3AhTjx016igya5SAaXJPRYO45B+b7M6bjVytKBdsJf91RmLaQ5CeFx1plVVErSDmiMQX1dz8UWgy9S7lzubIIV1Z5iopX1Dri+NpILtB06R9TWLvqCVPyLnKKs81ETNCK9VGtL8Cr733rJ+bFaKKxir4HwYCIGYazFJNWHxZKvQqcjA7RQ4wfx/ugjvQOju9dR0lct3oF7lJ4TTTozGOkz8F5LumngbwJBgvHoJKioRwipqdYyEOvhC08ZEoQS472deQ8Uvw1bx5NaxMMT0uJv6ceZZqITkApADBgfbszxJagMhdLnQp5eBAxPiUh14LxqkPzrlo/QTgRnuFP5TSisQ8az5g0wLZ1qGj/aWIdgxOAlV/ufcTWWGJMQfhdiUlYyu8igR0T9FAyWvHkDdOiiW8zqC2oZtDEMrdKNcT3n0KrWQYnhPjGAW/2narZOzhvtU4WeMOPM27dV1frDT6UzpUj1xh5zE3D9j69iaXeUPGDoE1RUBzzwdHIY8N//joWXEQvIyIAuaThE4SXqt4lFWJd3A0wNEpTUHPeFkQGtqsELH50Sq6dkAsg/71saNU+VdHSiSrY/il1/WsNRFJlDF8vpW9Uru3a00MMQhAVh1ElvgqOU9su9ghDt2spRO0E4L9yG67CW+Y5TJPzrOkLovCgJ0ZiT9G/shsY2in+cZwQ1K4LXv6AbO29oqZ4mnNRloPFVLEnqmiB8lwFat0kEHoZJBPbSAtHIRQnRwizx8WCtNUNNKTs/Ipx3Xo4TF/62ifrobxR0C6eeEYqXI6T3mpIA8SE8YWSmRqYg/YKjOTz9IVx9FjVPAtaL+qihLTQZEVST5k4PvJe78HH7iQteph7XWFSPYYCeYMM+/SR0bWLLiJE4Ow3AnrX1qvGalchrtSSiw3LIbbxiSJ1VZJPwLDqZvdOA+LhAfhvqxnLLUHmc0dsKA2b9u46rk+SiFQyBXyf8OqEB221AF/X7iAGhMdpDPKPljkVXNFdK6Xy3AZdRtY4YkDQbOGHX5vcFpXyriPf5g79KQuhuAwplIXtjBZX8NIaL5zQiuCvfbcC4ybi+tBOUFHDtZ9PBEh9x8oUSJJWA7TYgNjHaXRW9loV5lZg4pE1U1k+c4o/Q3QaM1D0j2uU3fsBsslYviumBoBDdFQNp3LhsVdEh3tLsPffQFfuD0USS9xuvNZnu6wHdqHB27Ie+0ufGtJPVM1N3iZHWhAG4/KXLGQfdk9j08mCHr+B84fNHHedwAGJQQzZ2fzzSogKfMMA8Oxt62vOj02qCvn6OK83qSy/9lBelQXOcpYYcy6Y4ayzBCLbmjJIAnwlC+SH7B45yRJEykDMmiAGI5Yg4o2QGisbUWvzbmVH+Iy2K/dCBy81ByCy4WcmkYEVnFEEKrwXBItXJRdCKnEFAUX8SNUB8hr8IaxvRETIRA5n3YhD0segLs8FbzDbQx5xn3S5qCtK3go3zCQM+KPUmbgtvT6wvjZBfoXPQVtE1/N8xF9gOyE8pV5wwgJZcuJ4jvXfpLfa4JKFTthfYQaw2aP0YI6SuIKt3t3mqVEAXHPu4HsFLmnH7OfyYKV+mDLd8I2cYfp97wDD8lM7xpFNVfaLw7DlszSc8szQIb86WwPC9Ub7/UAfuq5BTVoVxp0EUEpxzqhN2oDB2R4hoTecncIOH8BTXydDh9PszDv6QXPOlWOaBPPD76cqJO+UBrf0maoQgaIfmpjXLL7XSV/m4o0UeJ48+ENTvcp5Z1MEfOMJbxdT42+CArX/5NvPAyukDihc1L+B3eQB3IW1QPW+BPKalxjemcg1eL7RgAO4+v5b1JpO7DECPj6Ub1HAcanl+GWdgaps+sGeyO48yU47YhzQzMvDOk6dWvndSE7CUvZ81QRigQtHQWQKVZXfaljef/4IlXYY+QzxQTa+y6uYIOyfYgx8332jLbjX4EnCB5XmoY3pwyHIPbFkQktwfWhI7WcbMiDbOO2DXwQC4AH0RjIZ0qxQnRE5APcHzrDubAKvN1qsOP8BG1HuPY5jc4B8+D0cwcelzk00SU7+7wyXvHohIbRN0MffZPuBXOH8njxgcB79EPSB3n5nW3oX7qYk01naVRvU1fr2Um54GJ2ZnMZB2ubnuT3Yd4Q6ZrH7QI7sYkBSOvEFMhWlgBOQGnFjiCTwTZJTf7akhRuH1Wm3GUjB8xdVVnUSJrr3TxA78bgNQuPUVIK5S50I3NPgPeMLpKDnVnF4TGb6HARe+r/GYryo6FwM2/jOaYmaovj/Wx4nrKc3cF6ffcmc4UyHgl8MkwOqAP0ImS6ZQLS/qA74r28MDt2bha0iPShH9HH8Lx490p4YBL4KL2C5kDwPQ2j1VATPepKrWjnBEfk+f+Sdc7x+ivc7JwrthDwNowCHACrFlhBIa3d9aIDj2YCcGorrPxkJoPhzQ5amwTESE86oYF33D8EOakVfEO3OUCnzu37kU8jvlWJZZVLAOsUh1wSaKyDUyWhrwOJMbcF0EJZV6KODigMJMjXR84B68MxwfhowNWGzle4F3HHWfGMD5U3u2XayLsQuQDn/vZVIEHgEFvscgOOFpJ0UaaAAdDM6h/NAhyZpgBQ5cczfs4wHqXxscK9bmCLuhBLzEJkYEl38tKfJLZC8D3iLq0kcDfczTS3EM3yBdBjxlG7vjqcyktu+6AbW59LZDzRW0lGIU6CgfwYxfRnp7MmgbZNUFZWr3sBzHupT6h//uUBYD1P4rS7I7YK8moBuz6drDrwBfccXie8uUSsgAtk3xJtH9DOCA60IFx5TzMEzIG0oaSh4G+xnAR2jCETrk4TFudI6WuKMWX5DPvIyQHbCnAd+iCj5zjjvDv1lMtbb60A1xNDSamMH3NIDaILzfTcPuUmqz+W1UYfsXhNSz/VEwQvY0gNvglEsjjQusKjw8Nhrz8HtW3+dIiMou8Ufnzn7gwCNCfsK0JWIE/hfSR+ycsa8H6KQx6njvt4R4cJxZT/xMUxqLOr8Q4Ajng8kaZUuUmq7DLvYnrLQ72dcDPBbV/jrxKlXJA0Qg28TOX9VU/DG6twHmXYtLkBOHKl7hz8NGkDL/NUucjpI7YH8DMOb5jwHc2Fhnq5wRmT8jBA+KnNEk5HeH/EHCR8nDqK9iIDz/tN7Dlnt4QJbn56raC4Vr1MdpbzVvGt/fgC406ZBqnS0c7ydOH1RzZ+vQSgGnwciYHwUK2SOZbh4lHmP+25R7zcf3MYDH/Q9tOtixoFaQkC8Legd5HwPo1l2cB6nO0zgpFEeonWe0Bf+7kCvLF2RII1Txph4PeaoXhPCnC8i74D4eQF1xIUT1Po4PUvMs0RLPQzBgNEmKXOX7G2Ap6M5VUaxQukBy7gKhslrhM+jeBnBdqguivlPpBKa3efX7zEKhxN4GNCiQB/fCDvGwbcQYSfNlzp+g9jaAy2YLsCP+YAfzt0XNn3o6GVjIFbm3AePKNjEEVH2Mjp8aLDUSvbcBo2atXAyB8sJg70phx966lozWrn6iHloo2jw810Al7oR9DeCeXveqvpfx+lgxA+pCnkftWA+cfQ3gwo2qorKKKNDjgt5F3ssAHXUo2M5WbIMk9IZZPQj2NeCAmrlVNT0Nd0uYxT/f1UXpvx+xu5F9DeD4sy5V2KTrdTDzxv5M1HK2cB+U001DtUskd0mkri2QdReoRR8Q8z02gVQp+fT7JF4a1kOiujvfuwn6PF6O0qejRgdYtsL6iSDz+b4G0Fus8SH2+epY8kt3yB8kXjtcF6oB74RaPUEWA0ntadKYw/b1gHFyk3CupsjHz/wK7F27FJjPTyDSZz10ma72ADkrwBNB5vN9bWxRRavdfp7V+ZWiGqeIO9HykmKuAJYDlX0dpQtjI14i/8u+dXLBfT1QHqVYn/woyasUAon53TFEtr4R598/TdXSciWMhIcusb+/GODlgDpr9f5pOlzAlAFcbKSQMe7TBLeqpI5HxQa6tIlWJidmju1rAJpg9rXRvMZVTt5F7WsAnbE+6z6vuEuk9lPizmJ7GkAv+p7iT2DTCabymvFfVZw9jNnTAO7aXaq6dQn/Y8GwRZXdCT0rjvoMtO+GeJwhwVFC57A9PXDczVXg+Xv0t90V3CVd2/yn0crGXaOCdU+1LCylAb4/D5xKlT7fccL3mgjyWndQ9L6lvncdX8SUMtT5vQfuOQzseV3AkYKxSGAcORaiJYnvawCVuRtWGIPO1DiUvc5Hxelrb6Qkv+5B2H4wPpepcjUxlQFTOoH3Yofs4SI8JCEfv+NKRh4grvdAzwr7J3t5wD/G2KVa8ZORY2BeuioaK0xy9jLgKS6LD2hdvAd0e+holb0MODUt9ggVZDsVkU8qj9pIfo8IPSUh96e42ngdqg/Cy7Ts44daOofv44EFbQXUMGIP+JkYwN5vyuF/D2v2UdnHAx/oPll+f6qbq/tnY+YZbU706piYHMfAMbDH/JeX3McD5gsqc5EXnKHqGf4sey8DUPrx3cMAT1bN7JFmBPsaYIydqSFnqykzF8xR+xqwzCpoMkoTU2O0lo/wfQ2ob0ZFJxntJHcHc18DiipsQf/sSb0gw+Jk6oD85Ew/JdnF29cDzdWuWrwMdd3nVkUsdHfN99Do7qHLqvt6IB+H9puY9rJlXwP2PLN9q9vLtkwpn2Ynpxz6YFh42Ckr+v0Q+bXQvAH3Ptq+Ptuj1WnZsIdaYeK+BhTFJkn4JR+xJ7UK5oMMUJ/mKaqrC/pu8kEG3F3t/hoPM2B20s1uLu9lxcMMmK26mZXMCb5nA+YOM8//ng14Pn+kGcn3bEA/c5h59oMMeFChGRu+z7pmDvEzYE/uT/Bvl3T3PtqfuAceZsC9F9/zjnmYAfP13VvyMAP6mePkq4YZpZz9MAPyOr4T9T0b0N3bmAcZcP9lx7xdDzKgnjvRwc0f6fuUrCePU97M3O+ID/LATNWzy5QZfWY/zAC3q8r7yR5mwP2OsVP7QQY0O6u8n/BBBtzvED8D7fVknfrTnJMKk8zv0wP95BF+zvy5B37ugZ974Oce+LkHfu6BOzzw/wGeICRIWcp9RAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<PIL.Image.Image image mode=1 size=1024x1024>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample[\"vessels\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Optic Disk"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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      "image/png": "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",
      "text/plain": [
       "<PIL.Image.Image image mode=1 size=1024x1024>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample[\"optic_disc\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Macula"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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      "image/png": "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",
      "text/plain": [
       "<PIL.Image.Image image mode=1 size=1024x1024>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample[\"macula\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualise Pathological biomarkers"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Hemorrhages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "image/png": "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",
      "text/plain": [
       "<PIL.Image.Image image mode=1 size=1024x1024>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample[\"hemorrhages\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Microaneurysms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "image/png": "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",
      "text/plain": [
       "<PIL.Image.Image image mode=1 size=1024x1024>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample[\"microaneurysms\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exudates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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KKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK//Z",
      "image/png": "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",
      "text/plain": [
       "<PIL.Image.Image image mode=1 size=1024x1024>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample[\"exudates\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Cotton Wool Spots"
   ]
  },
  {
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