Digital_Image_Pre_Processing.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**A common digital image is an arrangment of pixels in $n$ dimensions**\n",
    "\n",
    "**Each pixel has a specific value based on different bit depth**\n",
    "\n",
    "<img src=\"pictures/bit_gray.png\">"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1. Libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt \n",
    "from skimage import io\n",
    "import numpy as np\n",
    "import seaborn as sns "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 2. Load image.jpg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [],
   "source": [
    "img = io.imread(\"pictures/primary_color.jpg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x20f3db05948>"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAARoAAAD8CAYAAACo2WuRAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/d3fzzAAAACXBIWXMAAAsTAAALEwEAmpwYAABRU0lEQVR4nO29eZwcV3Xo/z33VnXPptEuS7ZkS953W7aMN+yAjVljTBYTAwZCWAMJIQsJJCHb7+Ul5AVCyAIhQOCRAOGxB2KbxSYJJBi8YWzk3ZYt27Jk7Zqlu+re8/vj3urpGS2eGU1Pd8/UV5/WdFdvt6pvnTr3rKKqlJSUlLQS0+4BlJSUzH1KQVNSUtJySkFTUlLSckpBU1JS0nJKQVNSUtJySkFTUlLSclomaETkhSJyr4g8ICLvatX3lJSUdD7SijgaEbHAfcAVwGbgh8ArVPUnM/5lJSUlHU+rNJpnAQ+o6kOqWgc+C1zVou8qKSnpcJIWfe5RwGNNjzcD5ze/QETeBLwJoL+//9yTTz65RUMpKSmZDW699danVXX5gZ5rlaCRA2wbt0ZT1Y8AHwHYsGGD3nLLLS0aSklJyWwgIpsO9lyrlk6bgTVNj1cDT7Tou0pKSjqcVgmaHwIniMg6EakA1wBfbdF3lZSUdDgtWTqpai4ivwLcAFjg46p6dyu+q6SkpPNplY0GVf134N9b9fklJSXdQxkZXFJS0nJaptGUTBEFRWl2znkE4cAuPIhPHCLeUgFpvECQpkfIIT53jqDF3mrxnzJ2bR07cHKQI3HIUFY59HtLxlMKmg6hOCk8Eu4riCqIjL0iCodGMHfTmSDFJ0ic/BrPBRE8B1BdgxSaB8QdjQdHJRwNic+NifbiYJoJ7w3vlwmPFUUwzJODeNiUgqaDUMCoAg5F8cbGrQ5VAU0YL2PiIyn+03gKBAEVTgFPkFBm7Ao/X06OQvLig4BRgyggnvH6no+3YnM4PkGblAkakYSjrCa8bJ4cysOlFDSzzMFzyxRRJUfwKpBlSDaK2TtMtncvuncnZt8e3NAI1DJ87lD1GGMgSUgqPUhfP27hAAwOkCxYRD7Qh08TeiQBE7UjCd8VxjJ+BCLdedYcOl/PBUGrHqWOJwcdRnQP6D7U7wHNgDzcxEHUVFQqYPqBQWAByiBiqggWpQLYxncXx27iWLr1mM40paCZSZpNAk3/i4IXjQq4j5MxXBlRRzYygtm2HffQgyT33MfovT/BPvwQ5okn0V27YO9ezEgNkzuMCwIGlLCykqCwiICxaJqivT3UBxdgFy1BVq9m6MR1VE88E048Ho49Gr9kKZVKBcWCgEVRTFwOALg4PtO4YLfthJlw4uoB7gH4qK+JegQPOorqVtQ/hOaPg94P/lFUtyF+L+hIFDAOEQfk8RNM1GKK/U9QUlSqiPSBLMSbNYgcg0/XgVmL2NV4BjFUm5ZigkHwGrRMFFQKq5sZs+3MEzlUCpoW0TgN1OEB8YJHwYMfHcY/9hj5LbfC/9yMuf1W8sc2ITv3Ymoj9OJJ/DjT7fjPPAhCRjo6Cnv3olu3AQ/BrSG1w1lDXulFly6HtWsZOe8c5KILsevXk688AlvpQYyC2Gh7gDHjjtJeo2ezJSUHUlQFg+JRDA5x+0AfQ/Mf4/zNiHsAcVvxjCAygkERTQAfJH/xyQ0BKvstkwSPkCOMNIahHsTdGR7XDEgVZxYjcgx5cjrGrkfsaWCWoSYBtaiEOWA1aRIs82sZ25IyEVNlruQ6aWOSBpyGdb96Jd+3F+66E/3GTci3v4W/fyPpzt2I94iGCe9FsT5eD1UKnWfq4zjANi+FfaKw1Bg0SciXLUHPOA2e/yLsZc/FnngC2lPFoDgREiwgGNNOjabQV2wU3IKSI7oTzTfi8v8B9z2sfwT1OSI1RE08h4NtRuN9KQTKtIfT5BU0HrTSEEiowUsVb5ZgzEmY5NmQXAxmNSIVkKAlGUy8iEiTsb/7EZFbVXXDgZ4rNZoZonkCKoBXXG0EvXsj2de/jnz965h7H0RG9pJ6D95giEug+L7Em6Be63g391SZOHWLJQVxSYCEi7rmGemWLbBlK+6mG/ELFlE/6yzsS34afvqFJMccCxWLiDZWMLO9hBo7ChbI8boPdT9B6jei+X+BPkrCKOARTUHzuI8aDOgkwairhSZzeONv7L8q1guQo+JQUkAxmmPdE6jbgnPfRWp9YM6C9AUY+2wkWQHS06TxjrfxzFVKjWYq6MTTPwgET7C1Ohx4we/YjvvmTfh/+RTm5puxu3dgoqZiVJre2+xlDl6jiafCTE2/5nH7uEKw0QXuhXBSSrjOOiuwbDnusiuQV70Ce9EFmIFBMIKNATjjxyXTvjA3XPlNAnfskUdU8DhUt0D9RrR+Pfi7MDocD5kEL5IGIT3mjC7sIVEr1CYX0Qwc1LEYHRtsQvi4DJPGr2g0+gEl2MC8LMeklyDpVYg9A6QvWMGkCIgKi8GG1tVlwudQGk0paKbAxEOluCBm1ILzZE9sJv/8F+FT/5fk3nuw9TpGFdGZExizgQcyG05T19OPP/dszC/+EsmLX4JdshisaQgoUcGITPuKrA3tLRrKCV4f8aBSx/lH0OyryOj1KFsQapg2aVeHg6o0Li3O9INZj63+DJJcCmYBxieFP53COCbSXYH75dJpxgnXLOejd2LzZkY/+ynsxz9G5eFHsc5He2P7hfh0EKDiwIvFDI/Cd/8bd/MPyE47jdovv4Xkqp/BLlmMURttPtM3Fo/pcT54wRSUDKePorXPYmpfR3QHSIZVC3TpUZWwdDUKRnei+X9A/n1cehZSfSWaXIIwiGkYjLtHiE6GUqM5BA1ZMS4cN25yyuj2bfjP/jN86CMkDz6MdTkqQYNBTTQSdt+UUcJKw8eBG7U4CYsClyZkZ5+L+dU3Ya58KZWBRYhMEDPNJ4oeYAWgoNK8DnXxMDvUbyavfQWyz2D8triICCdp4TbuyrB/VRAfwwgEJXijEs3wOoAmpyGVN2LSixHTS9BqxvQA6QLhUy6dpklxbBrRuOpAFTeakV93A/oXf07l9tsRlzdeZSYczs6eGgdmQshZYVulYX8QyKq9+OdcDr/3WyTnnYckKVZMtDUXeVVjXrP9A9rGInE9OfhhNLsOX/s0xt8XPUcpjaheBFELuK6zXQQUtEhZKOaLjcLcI5qg0oOml2Cqb0bMSSBVvDgsQZPr9KVUuXSaNjEXJqo23gn5fffg3/tnmC99hcrwcMMdPZcYfxprU9hJEBwOSGrD6De/zsitt+B/8VWYt78NjjwKURujcBQRDriscnisBjuEkwzN7kZH/waTfx8rIyAGwcblBmNxPVHgdCeFtA5G3wIT/1fJEd2H1L5F7n6Aqbwam7wKaxc2jkM3F1t4xpGLyMdFZKuI3NW0bYmIfFNE7o9/Fzc99+7Yy+leEXlBqwY+GygCLhgo/dAQtU98lOyql1H99GdJhkab477mFQ1jrFd6tz9J+oEPwFUvJ//3b+CyGjlKHh0pB9L4jYbn1e+GkQ/DyFuw/psYrYMm+79hHiAahKuaOonbgxn5e7Lam8izW1HvgsOhi5mMiPwE8MIJ294FfFtVTwC+HR8jIqcSynaeFt/z97HHU1egquNuqOJE8Q8+TO3Nv4z8+m9QfeSR4EFoxLvMT8YCXA14T3LH7ehrXkX2nvfA1qdBXcOmgo4d20CGye4mH/1VGP07rNuJ+J7gHm4kPM4/QopC0G68qZNkdyBDv4qrfwRl937zs/lfpx+zZxQ0qvqfwI4Jm68CPhnvfxJ4WdP2z6pqTVUfBh4g9HjqHlRR9TiXk2U59RuuJ/vZn6Pyuc/SMzxC6hzWOxL/zB811zGqWPUkzpP4nJ6de6i+/68ZedWrcLffQe5q5M7jixPD53g/TF7/N9zIL5PUv4eIw0sO+JhzZGLMy/xCZSwiPHimwqkp7ERGP4jf99vk+QM4rUUh7uJcJTzu8IvedBd9R6jqkwDx74q4/UD9nI6a/vBmH0XxKmTD+xj94F/Ba99AZePdGA+oNrxI000PmAsIMRm8uM/YMbEup/c/bsRd/QtkX/gqLq+HEwKP6m7y0fdhhv8Y656MAXbhKh4MvCE0vyttvYfJWJAeFCU+isBDgwP3bXTol5H693DUgwLjBVE/pjl2MDNtXTrQ3h5Q1IrIm0TkFhG5Zdu2bTM8jOmhQOYV9/QW/G/9DtU/+BPSHVujLW7+CpYp46H6yMPYX34jo+9/P/V9e3H5JvzwOzG1TyKM4IxBqWI0mbe2rskgIqgqRh1GH4SR30ZGv4xnlNxkBG9c5xuJp+t1ekpEVqnqkyKyCtgat0+6n9PEBnLTHMdhMTEJUtXDIw9R//XfpHrDDeByrC/cu+XZMFmshoRMu3eI6v/639T23k/vrz8N6b2YEPIbvE4KKjlguzM2ZpaQht7oQHfga/8foo8hPW9BTW9Mgxgfud7QjjqE6YrCrwKvjfdfC3ylafs1IlIVkXXACcAPDm+IrUTxqnjvyZyjftePqL32F6lcfwMmz5BYS0S01GamgkY3rgKsgd70W/j/uQNGoi2hiOUTh/gKMg9tMlNHQ56cgNEaWv8YfvS9eLcHZSyOC3JCka/OujA+o0YjIp8BngMsE5HNwB8Cfw58TkReDzwKXA2gqneLyOeAnxCikt6mqq5FY58Z1OMw+NtvQd/wRtKN9xJKEIzFhXW+YtpZaEwI1BN70VcsRBclmEchzz3p+SB9RVEpRU3GuEJQJfsjY3eKlA2rOb72BXL2kvb8LrCMUGtHGt6rTmJeRwarKs458ttvxf3S60k33gPqsApFaJjRjtJAOx4FvLW4E/vglYPowhTE48WTuIRsVU7lggS/ICf1FULkL6WgmQLBDuyx3oacu/RF2L5342UFCaBiY1rI7B7TQ0UGd5bYazHKWAyCV8WrJ7/zNtzrX0e68Z5QBjKGJBRCpuTQ6LhbsGdlJ/bgXrUQBpMidwHrU7zJsE9Zsu87zFBaOE7i52ijZESHaf0dhyhYJzgTylOY7Dp0+M8xuj26LHww2EyIuWkn80rQhLyacOAz56jd8xNG3vxW0p/cj3gX40LGC5nyOvvMeDF4EXKbkB3bB9csxgyaWLdGow3GE4pXKWaLJftBjquH7g6iEgpxNTJYSw5NWNebWENIUMiuww9/ANU9oI6xzg45jbyyNjK/BA00hL15YjPZr7ydvtvvRHEYxi6k0nQreWZEFS+CrBD0mqXIkqKcQxQcUvwJAsWbDLPZ4m4RJJcQEawGowYveSN4reQgxG4W+83T/F/xox8CnwPFfB7Lom8n807QOPVku3dSf+e76Pmv72F8RuJClbxyfk8PNeAXVnEvX45fRTSkH6wYlpC6CmoydJMnu8vjnCdPMkSLerolUyEUD3RYr0jt0/j6Z8DlQI1CFLX7mM5pQaNNOTausM1kNfx7/4L0y1/CTnCItfvH6Baa7TIguKrFvXQQjjON0PmDvleU3OZYn2I9cK+HB1LEm1gDp93WhO6jqH/kjMUwhNY+TO5uRKOxuFw6tZyYbuY9uc/J8oz8c5/Hf/gfMVkG3jdsMra0yUyaouawE0OeWtyli7FnV4M2ojFt+xCINtXVzYXsrlHcVsGL64oo105EYkktMMEoPPJ+1D0Qj6dpu/CeF7+qSrANuNtuQ37/PfTs2xl+kibhUtpkJk/RTMBgyU/pQZ/XC2mOTmI6jc/pCRqOGRXkBwY34mKbGen4JMGOQhpmm0aulHUP4Wp/jrK97R4nmBeCJpZQ3L4DfdfvU318MxKbs5UBqdMj+JAEtxz8VUtJqgab95AZQgLgVD6raAS3J8f9SNG8NWOeT4gqIorN/pu89vFYAXJiqY7ZZU4JmqIaXvMBVS/keU7+V39J8t//FVyBhYRvv6DvCoojVlSKURF8xZK/ZAnpsvCMGkfqMxTBTzH9WnyC9WAetrhN2khTUAXtAPtCt6Eisa6hR0Y/g3M3hTK0ccKHWkuzO6Y5JWiKsC9iZC8K3jvqN90I//jx0MWwKU6mXC5NjuZgPC/gRfDnDGDO7AlhAVLkN5mwTJ3KZ4vGchECTsnvynC7bSgfoba8FkyXousC29Hhj4F/PArtomnh7B7ZuSVoovBQwHnwHrKdW7F/+GdUd+4iKW0y06IoNS6x8X2+PMU8vx+fKt5o4V9tqqMytc+mqC0sggxZuDNDncWbLBYkL5kSCooNxnUshh/iap+OxfUlFM2aZeaWoAGItpdEFe9Gcf/wMextNzdV8i+ZOuHA5caiqYXnLYElhtQpucxc3Esjs3uzw20Oru6SadBUBF21EoR19q+Q3RqKoLehJ8EcFDThOOfiqf/kJ5gPfQSb5Rj/zG7XkgPjY6tXA7gTU2R9gjMpXoTUzYwELwL8rPPkWoEfe8xQQrw8E2v0lT/hJAimgVjzUGrBs+f34Ot/j9N9jFncx0dEtZI5J2gayXm1Efxf/RWVp54IbWlxXdeatlMQDfYZ7THIZYNoxWBwDdvMTE5TNYRAyt1Qfygb02pifE6ZnjBZirKzYcYLDrI7oP4dfBuk9ZwTNHjB48m+/30qX/kaxvvSJjMDeLFwZgU9tgdpnsQzXOIhGJ0lXBjuNfi9IUs5FO02HRET0vk050KFusKeFJG9MPpxvA+9BmKC96ww5wSNQ2HfPvjrv4XhoTJWZiYQT96foJcOIqa1JSIbUcOaICOKu1cxLkGND+pOyTSImfRqEL8Rsq8B2WyP4NCIyBoRuUlENorI3SLya3F7RzSRa9Tb8DHiQjLq3/tvkm/fhKiLa9WSqaD73Qx+fRV/pEWNa3npzULZV+Pxmzx+d3DKBs2mFDZTJRQWywmVDD3Uvoj3W4NbFj8rWs1kfrUc+E1VPQW4AHhbbBTXMU3kigJKRkFHM/iHj2FH9pG44tmSqRPsMk4E32ex5y/GGFC1MeixZV8bl2QeoxY7CvnDdYyPtW3K33PKFKZ8KXpH+QfQ+g0oHj+uQErrmEwDuSdV9bZ4fy+wkdCr6So6pImcxv+cKtkPb8d859uxa0GpzUwPaSROIoKe2oM/UvFiSNSjMnvRukYFfRTcsCJqGhX5SqaPUIPal1H2xGVqBwiaZkRkLbAeuJnDbCI3k32dPIBXXD6C/+SnsPuG8EhpOJw2YcGkGLQC2YULsdbHZ5TZ7AmhojBs8ZtMjAEpl06Hg0gMrHQPoNl/YdXNih1z0r+aiAwAXwDeoap7DvXSA2zb74xX1Y+o6gZV3bB8+fLJDmP/D45JOM6Af2gT5vrrSVxRkrMUNNNFsSDgju7BrE1RMRgNS9TZbI+iolgnyCMe6oqUKs1hE8IV6vjsyzhf6xyNRkRSgpD5F1X9Ytz8VGwex3SbyM0EKh4Rxagn//rXqD71RHCNMta+tmRqhEVn1FvWL8AkvlGCwBQ1CWYJUUFNju4Gt01Q6ezuPd1AiEVKMPltoA/SETYaCfUYPwZsVNX3Nz3VEU3kiihIv3cvfOHLiC+zfQ+XonuQX5ggp1ZpZ4U24w0qDuMM7hEpbfszgCIYMkT3otkNs7IUnoxGczHwauAyEbkj3l5MaCJ3hYjcD1wRH6OqdwNFE7nraXkTOQPi8T+6g+Suu0sVZkZQEIM/sQKLBJH22UVC+HyCmhy2KDoUgvY0piWUgme6hILymt2E0Z1jYSItas3yjNlVqvpdDn76Xn6Q9/wp8KeHMa5J41XxzpF//TrSkX1l4uQMoIA3Bj2zP6ySVGd1uTRuLKKNID4zCv4pj1ngY2KgA1I6oSZuNxEKe1oEh9eHcPl92MqS+GzUGmf49+56E74Auncf+u1vkpTzbUYQBLfYIMf0hFoxbdRoGmU/NZwA2RMZ6oXQX9pQCplpoAKSYzQJrXXdTSg1tNF/a+YvKl0vaAD8PfdQue/+WP2t3aPpfhTBH1vBDMQJ0kEH1TxtYLQYz+wEm81FgpDOsQqa/xDcCF6KJn8zT1cLGlXF4+A7NyEjtVC6sJx3U2a/lAOjmON7UAO5yJTrALeCooyEGU7wO+qoGCRktpVMg1By1YQiWP5B1D0WwkG0qMI3s3S1oAGgnpN/93uIuthWtWQ6FBPPC2iPwDEDeMlJvO2waFyHPpnG+jSd0BqtOynCF1SExI+g7tbY3aI1x7NrBU1RfNxvexr7440YFVxrU6rmNNGhHYLylqXoEsGoRQVMJ7U+EcXtcJg89LQso7+ngTSa3jT+Or0FIaNVl+quFTQF+X0bYftT+EbOb8m0EVAx+GMqSDUDDL7TjK0qyB5BRxphyu0e0RzAo+4nqN8bxczMi4WuEzTjWqmoYm+9g7Rew0C5Zj8MghvZ4I3g1/RhVUL4v2pIR+ggbN3i9maUl5WZw/gdqD7VsuC9rhM0RVqfR3F5jrvjVqzzsfZMOfWmSy4Gox6xgjmysYIH6LDlSSwWsSMG8XXjFO4wVMD4UdTdS6vCBbrwV4prSw9+ZIRk44PjSnWWgmZ62Kgl5v2CLEyDhlO0UOmwgyqq+N05+C6cvh2KSB3vH4rlVWb+wtKlv5SGRmZ7tqNbHm/3YOYERjV0OFySIH3SsaaPENKjsEfR3JRuxhlAMYi3qHu44cubabpO0BTyVhT840+h+/a2e0hzgDFd0CxK0BQ6WTcUQEZAs9K5PTMUnSYeBd1LGUcDFEUMEAebN2NHR9s9oDmAxrYpil8aas90qqKgBKO15orWSuP/TBBKcXiM3w7amvOp6wSNxHJWHgOPbY6RjCWHTZE3uchiOvjsFQQVj3EGHe3ggXYRwewviI6C7mpJyknXCRoIxkAB5MknOioPp5tRLCoCS2Lx8Q49rKKCF4/xFikFzQyhUdDUQLe2JDq46wRNUf0Nr2Rbt5XtVGYIQcAIrl8aTu1ORUVBBTfSuWPsLopC/jmqO1oSzjCZCns9IvIDEflR7Ov0x3F7W/o6hZKSBuMVv3MX0gEJf3MBwaFWsNWi1GPnYrzFG48ZKTtXzgQqhCxu8eD3hETLGWYyGk0NuExVzwLOBl4oIhfQ1r5Ognc5yZ49HeuG7UbUCpLaTl01RWJvIkBz3+Fj7SY0nEs60pJE1cn0dVJV3RcfpvGmtK2vU7iGeZdTGR6Z1dYfcxvBW0WtdIfdSyUU2Ct//xkgFLwKAZrDtC2ORkSsiNxB6HTwTVVtb18nVbz3SH20K86J7kDBBjsNdG75hWb7kbiyoc6MoI0ChqD1lqwSJiVoVNWp6tmE1inPEpHTD/HylvZ1KpqiigrqS/vMzBE9eRJFTKeewRJKe3rxGNe5w+wmCve2FgWdWnCNmZLXSVV3Ad8h2F7a0tepOAblBJs5Js6r7jm2nap3dTNtqkcjIstFZFG83ws8D7iHdvd1EgFjyok2kyiz0rVwpui0ZM+uR2PL3BbwjO1WgFXAJ6PnyACfU9Wvicj/AJ8TkdcDjwJXQ+jrJCJFX6ecFvR1EkAMaKVKofiVTB8l1pDy4DX8yL7I3p7EewtCIOWB6tcU0dvh88bb1Qov0uQmuERBaETwdnITuOQZaLS0IZxYberrdCew/gDbt9OWvk4hVt5aw2hvH2kpZGYEBcQpU70kFFHaQVhJ7NHtJ7wmAXyI0yAKMG2a0FO6iMbvU/CV0uc0E8S44Hhke2mLoOk8Yj0am5INLqC33cOZIxgVyBVqblIV9XTcEsvG1sRFdfjxp79KBiKxb5BBNAichuVxKgZIAVUJXpJUQ+/17gtw7yikSdMUFtMK8d2FggZAEWMwSxePWcpLDgsB1Cky4lFJONRB1Ql2HJUMh+LU4tSg3qB+zBEtkmIFElEMijc2ZN83+hjIpJdOTaNFKgalDNo7bLT4z4IsZnKL5qnRpYImhk2vWIHHYDutgHaHc0ARIuDVYIYzlGp4VZyAGgWBUxjOYc9Izva9nqf2GLbu8ezYl7F3qM7QKIzUDaMecjdWqc0gJBYqiaenCgt6hMH+lOUDKSsGDUcMwpKBlMEeqFjFIGAUo6EStOJiMqXgjWn0mZJeLbWZGSLUeU/ALGqJL69rBQ0CZuWRpYNz2hQ2kqLoEYg3uF0e64OtZUQ9O4eUR7dl3Lcl44GtGY/vUnbtU0YzUJ8RbC82tueWJqfVgTUiEUFUcaJAhqAkRhhIPcsGhFVLU44/IuGUIwyrl1oW9CUk4vFiETypC90UnQXpo9D3Sw4LBZIwJcySZ3rxtOhKQdNQ7Y5agxop2y9Pi7GD5osgOJS9T6c8+ETOXY+MsvHRjE07PXtqGQ7wMZnVxjQQFcFjEQwioA3by4HP/CCIQgkKQx6KoavisOyqwc6a8MD2nO/eC9YkLO5V1i6rcMYxVc4+WlmzuEJPKkHo2DqmJ52NAzUPCKVbvelFWEiYGzOrKXahoCkOgsKaNfhqBc3zca8oL3CTN1vlkjBq+9hWXcOm/jO48+E61226gZqGsFuJx9t6S4ri8XgTvEaiQhLrwyAa41qKo38QYRMHpyJkkoKAVU+xSPLEcHhf5+khw9NDNW7ZNExPKqxeXOHctVU2nNDH8UcJvT2h0qJqbCVXfH/hCWsoO+WMOBQaK1aKHoWXfloRndZ1gkbjdBSU5MiV+AWDMDTSeLZkDG30cgxeGlEaj3OTsL2yiocHTuHR/lPYla4kM4a9/ml89i2sFMZciwLOeFyMkZEogLzQ6JZQ9D18ZuKpr0pC3hibTnh/HpdKggc1jGbCA1vrPLCtxlduHWXlaZ4Nxy/iipOE1QMhrsYWP794UEvQ0crF9TMTyriKrEalpyXL0a4TNELRBlVg0UJYtQq2bGn3sDqKsRC4or7y2Ok2ant5svdY7hk8l6d6jmdv0o9VE09q6DF9VKSXYdkT31Pkx8vYZ0rx+dNIApCxO82ffOCXmaYHYV9yEep5xvf3OT79vR0sv9Pw0nUprzqtj9OXV+lDcVQQU8NoJbjSS0lzaCRk7Ktdw1hxhpml6wRNIE7A3l6yU04mveMOGqdXqdQAwYtgVPCS4MSTSQ+P9Z3MxsEL2Na7hsykgJDggs1DAU2oSg/9LGVE93bkCZp6h0rCniWQS50nhpQP/3iEf71nlBcck/L69Qu4cGmVNE1jjE3JMxEWrBaSE7HSmkj7LhU0IBhsYrFnnU39c5+nmmfzumTExKkhCk4Mzhg29Z3G3Qsv5KnetXgsGuuQeWy0kdRj7Iwn8RUGzAq26SNI7PUkLcronQ5eEhBPvih6vHyCiGN3lvO5BxzXPZJxxboe3r5+kHOWWyrGB0/YOPtRoEhnmPdJUwLiB1BzMoXmOtN0oaARDIXnwsL6DWglQV3eiPiYb7aa5ogVRFEMXhKeqq7h9sU/xeP9x5FJb6NJXGHpshpOQi9pXGaFxnxL9Wge4oeNRWprsl+mi5JXHEMLbbARxXHn4kFht3N86T7HtzeN8PITBnjbhn6OHzRYHGCj8FQ8CUlZBhYA8RZvl2DsMsRroybRTNJ1gqbZs6Gq2JOOI1u2HB57LGg0nXNGzC4iOAGjhj3pUn4yeAH3Dj6Lmq2SSxIv6M0WFWlogNKw6oQTdzBZQSWzOAxIPRpWOwQV6gNC1guFB1KlsSMoBpWM3bWUf7x7H994ZJi3ndfHq09ZyOLENeKIE63hpIopI4sD5rSQfmAKd8EMf/wMf96skyxfgZ56JlDYZ+arpFG8JDw4cCY3rHotdyx5LsPJAE5SJtsOTlUREfpkCQO6rBGRG5IhOwMV2HmEkiUO8QQPU+NJJXGOXBKcKE4yHh6q8+7v7OKar23l+1scLnq6vKSYMgArIA5NzwRJCOb9mRcLXS1oRARfrSI/dWGwJbR7QC1GD3HblS7j5qVXcuPKV7Ct50hCcL5ruLMnU/SyCKiraJWF9hhUckQrtFN4a5EKEWvlqHj2rJQY3zNB0xIhs4LxHshBDYpQF/iPx0a4+t+e4n23efZmnqJ2pahS5IJOzOGaq2gjtaQ4tANgz2MsO23mj0NXCxoIeTT20mfj+vpChOscJSizJpRiIKQIeCzOWDb1n8w3V76aHy+8iFwqWA3xJ6qFg3tqE0eAFWYdaBWVDNH2TZMw/sINrtR7PXuXSMjNOcgbQnyPoOJQ8ShKLsqWUcf//t42fum6XdyzOwvG8mLOFJkY80HYCMTK7qgavF1DYtZgWuiynfQMigXKbxeRr8XHbenrtP+4wJxyKu74k1skizsLoyHL1mNxNuGuwYu5ccUr2dazGpXwczaOgYydopP1JISawZbF9mj6tR8lacGKffJYDb2bnPHkxrJvmSHrCakO/kAnRmNX999nBUZRvv7IKFd/eSdff3iEXBXE4cU0Xj/3hY2imiKaAx5rLkVlYVxItsbrNJVL1a8BG5set7Gv0xiqHhlYiL/ieXg7NlnmHmG/vFicEUaSPv5n6ZX897KrGEkWYKInqREJfBjfpCg9DLBMVhOKJLbPlqGANw7rhcQ7dq5xeOsoTNdTimkQYhKF4/49o7zhhl28744aQ3mC9XVU8mf+jDmAqEHFgSZ4SSG9BIwi2KaSETPLZNutrAZeAny0afNVtKWv035jw4ogL30h2tPHXBI0zTYY8ORiQZRd6RHctOKVbBw8HzUGEcVFB+JMNCBRUYwmLE9Ox7TIODiF0QS3PJZan2f7kRptLyZGPE/po4CYPoFhd63Gn333aX7ne3vYlifBHiXhiq5zWj8uDoRB7TEYezKGBCGnVUFTk51BHwB+m/GXtvb1dWr+HAS1QuX0s/Cnn9K4wI0/SbsPBXKpBnctJgTZibK1cjT/ccTL2NR/Ii4qis3G3rH9nf5kEQ1JditkHf26EN9W2S3R5uLZtUqo9youlgSd+u8bcnpCppzDGRhV5Z9+tJu33bCTx4ccuQpOtFUX9o4gXEjCktQkzwWziDBfElpltp1MF4SfBraq6q2T/MwDTcv9frLp9nXa/4MVo4IMDKA/93NjjbCYmlbdiRR9xZXQR3BbdTXfWHUNW3qOw6pvRLSOraqL7KPD88BpjMfpZQErzKlBzW4TXjzWJ3ijbF8rqGnOXZpi8p8IRV+okAIWwhHrYvjKI/t43Q072bRXMeqjkbiD4odmENEQH5XbfmzywmBwFxl3m2kmI74uBl4qIo8AnwUuE5F/pk19nSbSkGBGSK+8ivyIlY3nujnvSRGsulDzxVg2953It1Zey3CyHCGG4rd0AGHJtNqeScX1tfa7DoGgJM6yb7Fn9wo/o0qGigFxGM1xqvzn40P84vU7uH9XgnjFz1GbjYpDNUXtBrDHz0oKxmR6b79bVVer6lqCkfdGVb2Wdvd1ihgA8RjxmHVrkRe+AGebokW7hOZlQOGSdtFe8ETvOv5jxc+wL10Yo3wd2tLw+TASZxyLZRWLzdEUwSYTF2itRoHcwPZ1ymiPm1lXu3pUDQ4T0xLgh08N8YZvbuOh3Wn8TcJ2dGaF3KwSJ5fGf8Ek3ktiX4Y3PYep/06Ow/nV/hy4QkTuB66Ij1HVu4Gir9P1tKCvUzNhmWAREpKkgn/da8kXLEIxuO6SNUAxJ4Jdxht4urqa/1r+MwwlS1G1MT7GzIJ5NqzjrSastediYzkkRWIXg9lBEEb6HTuOIa6FZ/a7gxgJRdK9KF49P3yyztu/+RSbhxIcsYQCRSxT99G4iKkgahC1qD0WUzkf4dCF6GeKqbbE/Y6q/nS8v11VL1fVE+LfHU2v+1NVPU5VT1LV62Z60OOYsK60G84jf84l4akWxQS0Ei+mYfnfkx7BjUe8nJ3V5THTWho5S63cL4m2jyKe5AhzHP2yGvAxbH8WbRdq2XZczsiC2ORsJne7yV4TNwDgjPKdJ+u849vbeXrUI1qYnrs0ZUG0UaCsCNQz6dU4sywWeu9sjaYjSSpVeMvrY6RwoSp2B83eo52VZfzH8pexo7IKg2KZfXtBIbxTejnOnA9awajiZ2naqCq1voytx4fMbG+C5tHCLwQU0QyvGddt2sfv/dc+dgdr6VhZiS4kxM7keONw5jRM5blRR50d4TnnBI0KVC6+jNoVz0FIirCuLnF3K6LKkB3kjsWX8UTv8QTVwjRc2bNNIWyOMifRnyxDKXoytYiYf0TUXrYeqwwtLPKJpxigN0UExYvBYXECTpXP3DvEB2/ZzagPEdJew3JLtZv0m6CNeQHn+6H6UjArY3xSKIDWauaYoBEMBtNXpfIrv0Y+2B/btLZ7XJNDEDKTcNei87l38OzQPZKmk6yN4+rRfk6US0L0cQvLRgSPmqAYRgccW08ItjbfMH637jiMpW6MmeXr6vibW/bw5fuzGF9jcGKQYL3pEkKMjPEpYk/AVl6ESArSijLkB2aOCZpQid8ImIsvJL/qqlCxHxpBZ508OTIrPNJ/Kj9e+FygMhbvMSt+gYPjBQye1XI6S+TYFsfVaCNgcMtJwvDCuGQs8pdaeSCaPZUSBJ6ostsJ7/nuNm5/WhCfRTlkumYpJRqC9FQMpvpakBAC0sq4mYnMMUEDaLji2jTFvuM3GF11FDQ8Jp2MsNcexQ+WXknN9oSEwQ5RxYyHuhVSgRPS51Dxret4Hrwjyp4lGVuPCydI+4idFMTx+L6M3/3OTp7Kqhgy0KTNY5sqOS65GJM+ty3Tam4JmlgeQFDEWKqnn4K85U3U07Hgtk6ZGoW9yBNavQ7bBdy87HnsrCwn1RywnSJnQuEsNagajtCjOcqeFTqaRFsFh3NlVwUt0gI8KgZNlCfONNR788P66MNFYlSGx5CL8r0nRvjrW3eR+QRv8raWzzgUDf9YjP1RDJ7FJNU3IjLYFv24M4/UNBEEI4IYgxGDsSmVN74Rv2EDnqTNyYH7U9SYcWK5b3ADj/WdHAuHF4WdOgMvEtzaYjCSckJyEb2yFNRALHA+XTQuD62OZZ1vXavsjNlx7ZS1GpdPoT9U+P/jd+7mW4/mUTB2ymVrIsWRjHq8KJK+ErHroakcxmzSWWdeC0iWLEP+6I9wiwZwnba3EibE09Wj+NGiZ5OZKolmQGcGhxVxNQMs4TTzPFQsRuroYVzZQwCgkhuH9YbaQM5jZwn1So7xtDmhswkBJ54dTviT7+7mqdE6nWrxEw3H1Ic+xXh7BrbnF1BjCGaE2e911Wmn3oyjRkku/Snyt74JbzusV7MKw7aP2xY/l6FkMVYdop681XlM06QwGgpwlD2NozktBhJO/8pexMspliz1bFoPowsyjFdy20GxKxqFv3fcvqPGh27LybAdXSRL1OJkIdrzq2BWYRRCfaHZ8zYVzHlBI2owSYJ5+zuoP/tCcmvxxuJF8JMu2334FPaY5lgeL5ZN/aewue+kEL8hY/Eyor5zTrIJiBrUwhn2+QzqCsbq73p0iksKUcWJwfqEbWvh6bWezHjGCkF0CsGWpIAX5Z/u3MXtW13w5mjxXJvG25hUDtDoYQI1OaZyLZJcHC4SkhJKQZRLpxlGGi5Lu3gFlff+GaNHH40TMy4Kd/ZGE+wQHosXw3CygNsXX0Zd+rDkiBYdqHWspEEHooDxCb1mEadVnk9VK0Fwy9QjTTW6rYeX1HjsnAxvimA9ic93yjEoxuFR9Txdd7z/5u3sczYaW9uY7iIagijVopoE25k3IM+FnldjNQEsIqbJnT27Y53jgibE1IiAMQY55zzsn/whvq/aOOlni+KbFIORYFzcOLiBXZWVWHI8SQedVIcmyIYMNGUlx3OcfW5srRvn/BRsNtZbRns9D5zvGekD30FG8ANR/EI5ynWPjXLjIyNxe7s10MIwX0fE4ewxSN87MWYZYtp/mrd/BC2lKFkoWPEkYkh/7uW4X30btUqlMWtmMz2hWFhsq67kvgXPAikKWHXSMuHQKBIqtEmOkHJCch5rOB8bA9nGChLofgd2zBsenhut5jxyrrJ7RTBeSuNVHUZUApovTqPO89e37mOni4U92nmhUImZ6Ir3KzE97wa7LiaE0na79dwWNPHghpo1BhGw1SrV3/od9GdfhrcmtlVtmBlaNsWLeAZQckl4eGA9uyvLotptZrX0wuGjqFqILlSL5bT0CpaxlsJGAMTGc/vPcIkxM4jyxCnKtrV5LM/pOlyfIQobKApM3PLUCF97eLS9S6dYxsKLQ/0A9L0BW/0pjFRimkH7T/P2j6CFCGMh1qb5arNwAPsX/4fapZfG/j/EIlOtPhxhMu5LFvHgwPr9bDLdsXAi7kZRdsADKf3ayznJyxgwKzAKxhuMT2JvJW14Z0QVQx0nVZ48IeOJMxzOFlqddLRtqoEAcd7UFD56+xD7Mtc2RUylyGyvoj2/CJVXApVok4l2mTbPrsl2QXhERH4sIneIyC1xW0f0dZoqGjOHzMqVJH/7QWrnbkDFxJO9tX2YBY8X4aGBM9lVWd41NplDIRr0k7pJWCDL2GCvoldXkCfBx2aa7DWFsHFU2bW6xmPrhTyBtuv100IRDf2gfvTUCN9+NKddkkZUg1Cv/Aym901YqbRlHIdiKpfw56rq2aq6IT7uiL5OUyVEuIarpznhJOQjHyY7/fRGLGUr7TUatZn7FpzXUZG/h40KhhzUsliO4ZzKlfS7pXjJY0CeNDQ2L7DzyJyHLnCM9PsuFrYCWFDPqHo+ftcoIz60FG7+N6OMm6CxlW9sReMqV2F7fhPDAjqx6OjhrBWuogP6Ok0VEYPBkFpLYg2V00+Hj/0j2Wln4E0RYyA4kYb9ZqZQETb3nszudEUMnup+ipgN4008sYRlchznVF5ChaU0zgxxGLXsWuW5/9mO0V4NtV1aV+W15WgsrOYFvvfkXm7f6mltSQ8Zu2nRhkZxlZ8m6X0XYpZFW+ThpYW0gskKGgW+ISK3isib4raO6Os0FSa2lAg2HLBnnY186hPUzzobZ6SRmOmZ2QjdmqnwwIKz8CI4sR0bkDcVitV/kbNUWLpW+VM4P3kZVZbipIJqytOr6zxwkTLa6xuu8E5MtZgS8WK0N/d89t495BocDMYnM9+FQzyIR/E46xAsmvwC0vt7YJY2jqQR03abzEQmK2guVtVzgBcBbxORSw/x2gPt4X6HfKb6Oh0uRlJSk5CccTrVT3yMkQsuxhkh2Opntnzm9upKtvUchYpgqXfxsuEQhBw+8sRzhJ7MsypXsZAl7Dgm555LPaP9Pl6JOy3yd5rEi4Wqcv1DI2wbykDBS9aC37foySDgq5Bejen/Daws6TjBMpFJCRpVfSL+3Qp8ibAU6oi+ToePIkYBg5x6Kuk/f5z6i1+KM0l0R0/fZjPe5iM82n8qddsbn+vMfKYpE3ewsZ9RiBgveJuzSI9H9V08uPY8XCVhzDasTZekLhY4DWEibB5yfOuJDONtLLg2/f0ai0HSccdX1KD0Y3reCH2/i2FJ4zjOVhGr6TCZTpX9IrKguA88H7iLDunrdDgEL2VQ9lMxWGNI16wj/eiHqL/5TdT7enFGcEZieclpfQNOEkaTfjb1n8L4KIwuPsEKivB3BKuK0VAsCjy1vI9vbT+fGze/nNpX/gm5/yWI6yU0k0+jx6o9ZQtmHIEcz9fuG6Y+FmxzeB9YzBXx4aKnBidLoe+3Mb2/gpV+kKQrjuFkLqtHAF+KkjIBPq2q14vID4HPicjrgUeBqwFU9W4RKfo65bS4r9NhMSF2RRXUKGbZMtL3/hnZCceT/el7SXdsRfBTzo8qDIMGz9PV1exJY3FvOn1aTJ6wjwmJF7Ik5AFZn7A7G+DLOy7iR0Nr8Wphdx986W/gkg8i5/0jpHuhOJpCYwnS8TE0ByV4f76/pc6jw47j++WwfuSiwKJioyqT45PjkOqfIOkGQpxM9xyrZxQ0qvoQcNYBtm8HLj/Ie/4U+NPDHl0bsJigqvb1YN76VrJTT6T2279P9a4fI96PnRDPQAxKB0IZ6029p1I3PRidO0IGiC2oPLn1GJ9gHNxXW8WXn76Ax+rLEJ+CyVC1ZLWlyI2/S/LkqZjL/4T64scQdXNBrwNAfM7WUeV7j2ccf0JaJIVN67N87O1lqOHpQ5PnIr3vxNijW1ocvlXM6cjg6SDiUaNAgiSG9LLnY7/0eUZfcS2+p6+x4DnYbTzB9VuzVZ7sPRarOUY9Rv2Ym6YbadgMinQDRbXCqArX7zubT265gsfqK1FNYvfHpGHAUdeD+8nPk33uM1TuvxzxPeEzY0SwNBt6YvmFrkABY/EKNz08Sj1WSpw8Ph7XwuAbBHcuR+D6fg3T916sHAsYQpW87qL7RtxyTPA4CRixYA2Vo9diP/Q+Rv7ubxk+4STyxODFktkQy+APkr4QcgeV3elS9qRLxnJSZnmPZhqJblZRMAo5lq2jg/zfLS/ihm0b2JUP4r1F1Ybqe2riEsCCGrxP0SfPJP/ixzD/8Qek+1ZjNMGoRYqiTI3/ukgYx3o8P3xqmN2jU3wrEh0EPmgsmpJXzsD2fZC08gaMWQTGIrPUh2mmKQVNExPjbADECypKtWeQnle/kspXv0Lt2tdTX9CP0aDehszd/a+8gsGLYUdlJTXbh4oZy+XporkysYqcxwb3qjj2+X6+u309f//UlfxkaA1Oq/FVcvCbhoJjZngp/rtvw33m05j7XwK+p2HXKlqadM+BkmjDc2zeB/ftyqemjalByEANWbIQ7X07Se+HkOSCmJx64PnZLZSC5hB4imwFwRiLtQnJCcfT83fvh3/+BCMXXkSt2gNSRIRM/PFD7tSWnnXMCQ8TQegIjkxG2Th0PB998gV8ddez2F1biPeVSYa/54CQicH7CjxxLv6LH0K+9gHs06ditBIFt5uS8b39hGVxzTlu3lKb8ntz00NWuZKk9xPYypsRuyTUUqJC9wjcAzNHgjlag2n8NagoVj3OGEy1j+RFV2IuvJj8X79A7e8+ROX+e/Aux2hhCA5LqrrpYUvP2iaNp/MmTOFwl8bjGFekFiQPByJUdaAulidGj+A/d57CnSPHkrkqYGMRcT+5olcxKjp4nEL3RxldhP/RKzEPX0xy1hfg3E/gF2xGyRolNJRGOHHxQYyPx2kjQqjRaxSjyq1P1snO7qNSBPQRoqjDPPCEvlAu9jLvRZNzMdXXkCQXgumLAjYe+G5bQh6AUtAcChn3B8QE57QJdhxdspTkzW/EX/Viap/+NObjn8I+9DDiauFEEmHIDlI3i7EqsRRFJ16hQzivqIDaELchCpKR+OA1c2p5sr6I/95zOj/adxz78r5oV2g+AcwkUgokGj3j69QWMWngwO86juy7b0fuvhJ7zifxp38NHXgcJI8Cp/BSWTAZY/7x9uPFI+rxUuGep0fZl2csTmI6gHhQi8QcJSQDesnT05HKqzDppYgsCDFG8RIXZkvhYeqMfZwupaA5BFIk78RHE5/1sUg3Rx5N5dffiX/Fq6h/8cvwqU+R3v1jTF3Y3ruY0SRFcHSqzUEgnAAkCC5obiQoyrAYnhxZwf/sOYkfD69jyPXE9irNi5qp7tMhXq+Kugq6/WTkW3+MvfU1cOYXcGd+ARY+GKJVVBByvLPBDdwJHSOjTUnU4cl5fNixdShl4SINPdS9wRmw6oFFqD0XU30ZSXIJKgtimfyguUiTW7zzZsv0kE5oF7Fhwwa95ZZb2j2MKaM+XMWC8TKE9Kkqbtcu3I03kX36X9l4xyjfr7wYQ94oYd15hDbCiseZDLSXIZ9w//BR/GDPqTxSX85o3ouqiYbh5uXRzOfzBO3KheRWE2xCZuBxOOEbcMYXYeWduJ5dUSvqkFjQschDBCUVyxdetpIXrO4BqQMWo0eglUvQylWIPRUrvWEJZYJmWBzVbjP0FojIrU1lZMZRajSHg0StJ2o+VkPVNRYvxv7sz2Je8kK+/OYn+PF12zh9YBMrKrvpoU6jIUlhn9CgH6gUNg5plBaNL2vcGbP0NL+gqdT6fm8qrpUuxKbEVAqjhUbi8QYQR5ZXebR2FHfvXcfdQ6t5Ol+EV4PFUFRXGYuNbuHJoEVErIIL2dB+z9Fw2+sxP74GWXkn5qTrsMd9C7f0QVw6GmxJfmx0SpEKQVy2FGOOglIOlsE2cXkrY0Y3YrguRGHYvHIzwd5iLODwXnhoRwZrFuHtpdjkOVB9NsgqrNjwO8clanDpK9KF8TGTpRQ0h0FUdJtsk0VAvgEBb+GOJ47mm7vX8d1dZ7CsspsT+x/nxP7HOTLZRr/kWHE0ek5jw0kfPgqrihdFTSGQLEbDFdMLMbAQQBv1bYrzoKhPHOJdQgCiN8ErYjXULXYYRlw/Tw4v496Ro7hveBVbsyXUXRXXJEia435mR/8tjJ9RsGrS+HJfXwibLsI8dj75938FWbGR9Lgb0GNuxi97EK3sRsXRiEfBx/rGFsTFftpFwGQCMUO/sBmFC0exxPXxZho7Lpo0RFn4PBttR4qSYvMBZN8idMsGHllwEXL+C7CVlRj6EGPH5JgQjeI0fe/cpRQ0h8NEY3HTPVUYGk15YkuOemWf9jI02s+mkVXctGM9S5LdrO7dwjE92zm6+hTL0r30SR1jsphsaMmMw6iJjRI8KnW8hLamqIlxPICCE+LVEURN1GCC7QUMmQFxwm4/yNZ8IVuGl3Df6FE8XlvObtdLRoqqRRqxz+3ydMhB7kfi0k0VZM9K/N4j8A9dglT3waLNmNU3Iyvvxqy6Hb9oE65nL8aMxPrMiiMePzyhF1JoERsUliavEMTXjQk5NUHrLDQkoxUkG0CGlqA7TsY8cQb+0WfhnzoFs28VD47Uqf9aPz1N7U7G2/0OvItzkVLQtAxlZK+we6eCrzbqr1gMdbVszZayPVvKHXs8qdQYtCMsSoc5ovo0y9OdLE1HWGyH6LMj9Jh9pGKAHoxoFAYeR+i2iQjGAzgyUXJvGPH97HV97HAL2Z1VeLq2lCfrS9juFjDiqtRJUZ+E7pJGw1VZw2epyGypLtOgyCJLglKi0b40shAdXYjZejLejOLTYaR/O3bRY7B8I7r0YVj0BHbBI2jvLjQdQawLy1HJgvBAordQg4cIE5Y4LkGyBFsbgH1HoXvW4Xavwmw7Fvf0yeielTCyODRv8wmqKd54nnzKoyM59PcgnWCwbiOloGkhu/Y4dg8X4fphieWKE0WFLE6+3Pcyqn08lS/l/pHVAAieROpUTU7F5PSYOlVToyo5FcmxeEQEr8H9XNOUmk8Y9T3UfUJdLXWXkGvRv8ritIhfBWJsUMiJtCHaF+Iyq2GU6ECkoYkUSxxFQUKWszobvFbZIIwsQ7adij7wPIIKkiOVIUiHg6CpDiOV3UhlHyQjYHIaSy5fgawfrS1Aa4ug3kueVyBbAFlPNP7H1ApcFExhfIKCs+zebhnJHT0aDdydekhngVLQtJDdu5SsnlIYZBvemiKORIF4gheroDF7iMVpSq2xIQqAce72pqvkoZI0dfzdxsNo0NFxL+30s8HAfkGBYxrYOL1BK9HGE2NRXBUd6YeR4rXRxD0Wqdj4uPD44Md0vH5iJmwL9p19+xyjwylmYXM8zPykFDQtQ9m7V3F5KHguTX6b6dPJS5pu5QDHdEaOsVCrGYaHpGGgn89Mtq/TIhH5vIjcIyIbReTCbu3rNJsM7fU4D2HmHm7O9sTkxInbSqbOxGN6oNv0qWdKbTTGWc3zK8RkHfd/DVyvqicTimBtpEv7Os0ewsioNGU+z3SMxMyeFCUzT+6gXg9lTuf77zOZmsGDwKXAxwBUta6qu+jSvk6zQSFcsqy5+FE52eYbXpUsG1suz/VYmUMxmcvsscA24J9E5HYR+WgsUt51fZ1mG+9L4TLv6YAUn05gMoImAc4BPqSq64Eh4jLpIBzozNrvaHdKX6dWYuzETgflpJt3jDsb5u/vPxlBsxnYrKo3x8efJwieOdLXqXWkaQipm+exWvMUxYqQVsy8NwTDJASNqm4BHhORk+KmywmtVLq+r1OrKLJv+/o03p+YqFcyH0itkKQhgmS+C5vJxtH8KvAvIlIBHgJeRxBS3d3XqcX09wvGgnPMQAxNSbdRSZWenvFBkfN1BkxK0KjqHcCB6kzMub5OM8mCQYNNPPWM0ig4D6lUlP6BTk/pmB3mbgGMDmBwECppjUapgZJ5Rf8CQ1/vhPyPeUo5+1vIwkUpAwMhBWFez7J5ibBkCVQqzeVb569WUwqaFrKgHxYvLnJpSkEz31i1aohqZXyx8flKKWhahtDTk3PkKgllJkvmONp0Cxx9TAUzrvPF/L3YlIKmZSiJtaw7dhSwyDwvEzA/KASJR0Q57oQEI4rv+ibIh08paFqIGOHkUyqIyeiYav0lLSRqL6KkaZ0TjvfR31TUb27z8NpIKWhaiGI45SRIEonFwkvmLk3Vs9QwuEBYtzZhrETw/K4lVM7+FqIYjjsuYeFgxuHXoynpbMbiZUQ8R67Zy8ojqrHo1ViPhflKKWhahiB4VqyEdcfIvC9OPT+Iv7HJOfPUhP4BwTRa3M5fIQOloGkpRgy9fcrZ63P2r85bMvcw8X/Ps56VYkzIdRMREJnXsqYUNC0jdDW0knLxsw3W5szrmTYvCGVBenuU854lSHl6NSiPRIsQiC02hHM3JAwOxg6JJXOY0KF0zRrHcSe0eyydRSloWkroiLj26JSTTw4NygL7B3eVzAEkaDQXXKAMLqy0ezQdRSloWoyS0NOrPPdyHxuIlVGicxURJUk8V7xQSMr4zHGUgqalhKWSRXj+8yv09dVK79NcRmHlyhoXXZjEjp8lBZPpgnCSiNzRdNsjIu8o+zpNhujWFMMZZ1Q5+eRgp5GyPsmcRCTjoouFlSvTRpXFksBkSnneq6pnq+rZwLnAMPAlyr5Oz0Ao4RmMwobBBYYrr1TEOARHuXSae6QJ/NzPQJqY0Au8pMFUl06XAw+q6ibKvk6HpgidiHEUIsKVLxUWLnB4MaU+Mwc5Zq3j4p9K5n194AMxVUFzDfCZeP+w+jrNR04+OeHZF9Xjo3Iyzi2UK6/MWb5UCKdVWRqkmUkLmliY/KXA/3umlx5g235n1XxoIDeRasXyimsTqmmOmFKn6W5CP3XBgeQsWpTxC7/QQ2IqqCiQlma4Jqai0bwIuE1Vn4qPD6uv03xoIDcRQbj8ipTTTh1Fyyte9yMxidJ4LrtshNPPSMNmTFgul5KmwVQEzSsYWzZB2ddpyoiBZYsNr3kNWFNGCXc9Kqg4+qqeN77BUq2Y0tt0ECYlaESkD7gC+GLT5j8HrhCR++Nzfw6hrxNQ9HW6nnnc12l/DCIJP3N1hXXr6s/88pIOJ0QCX3xRxsWXJOMM/yXjmZSgUdVhVV2qqrubtm1X1ctV9YT4d0fTc3+qqsep6kmqel0rBt6dhPrBK1cpr/slj00cRprTEUoDcTchIvT1ON7yNujrLYXLoSgjg2cbTbCkvPLaHk46YS/eFEWxSiHTHTRdEMRxyaV1LnueQUjbOqpOpxQ0s4oH8RgDa1YlvO1tKUlS/gjdymC/4x2/mbKgtwKlF/GQlHN81ijiK8JNDLz8FXD+OTVUisJYZXZ3ZzO+g/ZLX1bn0mcXV4pS0ByKUtDMEkLzVLSAZfHCKr/zbmVBv0ekSEsohUtnEuJmwIPJWHPUML/1zj56qglCGjLzS1lzUEpBM1sIIAaRwgWqqCqXX1Hl538hR4wDcbHZXClsOpNQUyhJHG97u+PUUy0iRRdKU8bNHIJS0LQNg7WW3orlne9KOX5djhED2CBwgPIS2VkYMVijXHJhxi+9voKV8vSZLOWRaisGxXD8WuVd73FUe4fDVVGbbTUl7WVsOauiLF22jz/+X5YlC02jVGsZN/PMlIKmTRTGXxGDtT1cffUA17zcI7YeVfAycrj9FHYZBclJrfKO34ALL6hgbFkGYiqUgqZdjIsiFfp6DH/4BynrT8tQ4ygLSXQCRZ8mEPG86MXDvPktPdiGBlP+RpOlFDQdQKF6r16d8L/fJyxbVo+FrkvaS6F3Ok45MefP/qKHxQtCxcSSqVEesU5C4DmXJvzJexzVnsIgXMbUzB4T0kEEMJ6li0f5P+9XTjwuLJe8aPlrTJFS0HQQxlhSa7n2l6q85Y0ZaWUUY/IYD1ZO7dnBh2MtisHR1+v4wz/0XHFZNUT/SgWDQbDlwmkKlIKmYygih6G3Ynn3HxiuekkNjIZ8KC2XUq1HAYNQB3HYNONX3prxujdWEBv6To7L0C69TZOmFDQdhQOxWGtYtijhfR/s4TmX1LBCNA6XS6jWImA8aqBiHa94Zc67fjehN00wVkFLT9N0KQVNhxCujcXPYVBjOGpVwof+wbLh3GHEFBnepc1m5mhyX6MIHlHBivKyK0d5319UGFxgwQiitly+HgaTLXz16yJyt4jcJSKfEZGesq9TK5DGTUgwRjj+2Ar/8LGUs8+qYW2GkbJVy8wRBU1RE0gcSTLCi15U531/W2XJEosxFYQkpI+UVplpM5kGckcBbwc2qOrphIzAayj7Os0sTWt/aY7TEDj9FOHj/1dYf1YdtQ6RogldyeEhhD6iWSjfYR0vfnHOhz7cy6oVBp34m5Q2mWkz2aVTAvSKSAL0EYqNl32dWoziUBGMqXLGKSmf/JTl2ednGJvHSvslh0fwLqkYKknO1T+f8XcfqXLkigRjEkx5fZwxJtOp8nHgL4FHgSeB3ar6Dcq+Ti1HSDFFDRtjOemklE/+c8KLrqiRmNBet7TZTIXxNhkI2WbVSp1fel2dv/2bKquWFvVlSvPlTDKZpdNigpayDjgS6BeRaw/1lgNsK/s6TZFma02h4hujHL2mwj98POU1rxump2c0lpUoS4FOjVDpUMQxOFDnd38v48/+sofFixPEJLH0Q9kuZSaZjNh+HvCwqm5T1YzQCeEiyr5OraWwCTRsNgokGIGVK6q87/19/P57MhYvqDf6C5VMBgUJMTFHrRzlr/82453v7GOwTxpnw5hNpq0DnVNMRtA8ClwgIn0SZvzlwEbKvk6zTOEZCYWzFvbCb/1Gyj/+k3LicSOxQl/JoVEwHmsyzj9vmE9/QbjmFVWqiSKSIFhK6dIakmd6gareLCKfB24jNBS+HfgIMAB8TkReTxBGV8fX3y0iRV+nnLKv0wxhGFseebxJSCvCy14KJ56U8+7fHuWb3+ih7gyihU+qeTk1H2pNFrYXmbBNQu0YlL6q45XX5rznjxKOWpGCkYZhXfCNZVPJzCKq7V/bb9iwQW+55ZZ2D6Oz0ZjIN6EmlmooCbprT51//LDjAx9Qtu0weF8NaQtqY0zxfBM0MWVDBEOOEeGYdSO85w/g536ul/6+wqM0Xqkvi1hNHxG5VVU3HOi50rTeLRTxHMW/eEKICMYYlgxW+M3fSvh/XzJc/lxHmtSjjWc+BfgVwjTU9hUMRjzV/pyXv2KEf/u3hGtf2Utv73itp+ww2XpKQdPFNJ8caoQksVx4XoXP/GuV9/1ljROO2YcVP1YZdL4g4djYdIizzhriEx+Fj3y4lxNPNIgtCoqXIQGzSSlo5ggSXeDWGhYvTHjrWwf4+jeqvPWtdZYtyRCTIw03uIuFtZpaiHTNSTcx38sTTIFFKxSPsRlHr9nHH/5Bztev6+Xnr67Q1wfGpEHnURtfXwbkzRbPaAwu6XwmpiygwYV7/HGW//O+Gte+xvG3Hxzla1+rsHOvAW8RtSguvr6brjeFgAnFwVEFLBiHQVl5xDCv+AV4w5srHHt8ldRWGu9sHCeB8ho7u5SCZo4iOMCSpMp561M+8pGUW2+v89GPeL7+9ZztuxLUJ+ANgkZjcTcQ9gvjooZmMLbGUSs9V7+8zuve0MOJxyckVtFSY+kYSkEzZwkxIUIPaj0V47jovB7OPSfn7ns8n/2XOl/5ouORRy153k0N6hMQhwA9ac5JJypXvzLj6p+vsPbofpLE4gU8BhM9qqWRt/2UgmaOogiCxixvC2LQRKkkVc4503P26RXe/us537gh5wufrfE/P0zYs7sSLDUKqnZsGTZumTG+/3Th4Zn8UuRAtqCiHoyJjwqvkI5pW7G8pjWOZctzfurZnpdfI1zyUylLF/eGwmASxtLoIFFGTHcMpaCZgwQ3OIw/yZozdwRjHatXWV776grXXFPnwfuUb9wwyr9fL9x5p7BrV4LzSTh5G8LGN32mUriQp25GnvCO2PFhLKRLG1+j4klsxhFLHeducLz4JYbnPC9hzdEpFZtizdjyKBQXaKZcOnUKpaCZpwR9x2Kt0mcqnH4GnH5Ghbf+Cmx6OON73x/lP28SbrvN8ujjyvBQitcELQLhoudGG/cPxsTo5OJv1FhEY3fO0AkSybFGGRzIWbfOseG8nEufW+VZF1hWH1mlkoSs9tI93V2UgmaeUgTdF96bwrDa0wsnnZJy4kmW17zas3uf8MgjOXfflfGj24bZ+OMqmx5zbN3uGBrqI8uSIHr0YMsU4UACQUQRk1Op1hnor3PEigpr1yqnnZ6zfn3CaafDmqN66R8wGFGMhH5K2rR0kyJAqLTBdDyloJm3NKckhBic4h5iEWsxVlm2GJYtStmwHvy1OVkOe/dW2L69zpYnhC2Pj7J5S40tT3l27uhlz56UkZGcej0ny4K2UkkNlYqhb8AwuDBn2eIRjliZsuqoHlatSjnyiIQlywwD/Yq1vQ1bzXgbSyEaTdM4Z+M4lcwEpaCZj8hka63IuD+GlGoK1SWwbInlxBMcaBU0QbUw3XoUg2qFEJIsiPix75QKRio024yabSulh2huUgqakknTSHdQR2gAE4zFXhKaS3RJ4boqhEmjnk4RyVt4qcrKx/OFUtCUTBlpcmUrpsnvFISLNq1rtOFiL7YV4f9jViIoExrnOqWgKZkGUUOJ4S1jUcWy3/8H9gxNbCdbCpm5TiloSqZOsyX2GStelkKkpMwsKykpmQVKQVNSUtJySkFTUlLScjqiZrCI7AXubfc4DpNlwNPtHsRhUI6//XT7PhyjqgfsndQpxuB7D1bUuFsQkVu6eR/K8befubAPB6NcOpWUlLScUtCUlJS0nE4RNB9p9wBmgG7fh3L87Wcu7MMB6QhjcElJydymUzSakpKSOUwpaEpKSlpO2wWNiLxQRO4VkQdE5F3tHs+BEJE1InKTiGwUkbtF5Nfi9iUi8k0RuT/+Xdz0nnfHfbpXRF7QvtGPISJWRG4Xka/Fx902/kUi8nkRuSf+Fhd20z6IyK/H+XOXiHxGRHq6afyHRdEkvh03Qs2AB4FjgQrwI+DUdo7pIONcBZwT7y8A7gNOBf4CeFfc/i7gvfH+qXFfqsC6uI+2A/bjN4BPA1+Lj7tt/J8E3hDvV4BF3bIPwFHAw0BvfPw54Be7ZfyHe2u3RvMs4AFVfUhV68BngavaPKb9UNUnVfW2eH8vsJEwca4iTH7i35fF+1cBn1XVmqo+DDxA2Ne2ISKrgZcAH23a3E3jHwQuBT4GoKp1Vd1FF+0DIUC2V0JJwT7gCbpr/NOm3YLmKOCxpseb47aORUTWAuuBm4EjVPVJCMIIWBFf1on79QHgt6FoYwB01/iPBbYB/xSXfx8VkX66ZB9U9XHgL4FHgSeB3ar6Dbpk/IdLuwXNgYqVdKy/XUQGgC8A71DVPYd66QG2tW2/ROSnga2qeutk33KAbe3+XRLgHOBDqroeGCIsNQ5GR+1DtL1cRVgGHQn0i8i1h3rLAba1+zeYNu0WNJuBNU2PVxPUyY5DRFKCkPkXVf1i3PyUiKyKz68CtsbtnbZfFwMvFZFHCMvTy0Tkn+me8UMY02ZVvTk+/jxB8HTLPjwPeFhVt6lqBnwRuIjuGf9h0W5B80PgBBFZJyIV4Brgq20e035IKGj7MWCjqr6/6amvAq+N918LfKVp+zUiUhWRdcAJwA9ma7wTUdV3q+pqVV1LOMY3quq1dMn4AVR1C/CYiJwUN10O/ITu2YdHgQtEpC/Op8sJtr5uGf/h0W5rNPBighfnQeD32j2eg4zx2QS19U7gjnh7MbAU+DZwf/y7pOk9vxf36V7gRe3eh6ZxPYcxr1NXjR84G7gl/g5fBhZ30z4AfwzcA9wFfIrgUeqa8R/OrUxBKCkpaTntXjqVlJTMA0pBU1JS0nJKQVNSUtJySkFTUlLSckpBU1JS0nJKQVNSUtJySkFTUlLScv5/ATr0WDGFdyUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#plt.axis('off')\n",
    "plt.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(900, 1000, 3)"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 3. Select a small square "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x20f48674608>"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "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": [
    "square = img[330:360, 390:420, :]\n",
    "plt.imshow(square)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(30, 30, 3)"
      ]
     },
     "execution_count": 93,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "square.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 4. Normalization of pixel values\n",
    "#### Normalization can improve the numerical efficiency of image processing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dtype('uint8')"
      ]
     },
     "execution_count": 94,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# the bit depth of the image\n",
    "square.dtype"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Therefore, this is 8-bit image.\n",
    "#### The normalization method is dividing each pixel value by 255 ."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(30, 30, 3)"
      ]
     },
     "execution_count": 95,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "normalized_square = square/255.0\n",
    "normalized_square.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 5. Read the Red Channel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [],
   "source": [
    "normalized_square_R = normalized_square[:,:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 3600x3600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(50,50)) \n",
    "sns.heatmap(normalized_square_R, annot= True, cmap='gray_r', cbar=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 6. Read the Green Channel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [],
   "source": [
    "normalized_square_G = normalized_square[:,:,1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 3600x3600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(50,50)) \n",
    "sns.heatmap(normalized_square_G, annot= True, cmap='gray_r', cbar=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 7. Read the Blue channel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [],
   "source": [
    "normalized_square_B = normalized_square[:,:,2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 103,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 3600x3600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(50,50)) \n",
    "sns.heatmap(normalized_square_B, annot= True, cmap='gray_r', cbar=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 8. Pick one pixel, and have a look of its value in three channels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {},
   "outputs": [],
   "source": [
    "pixel_x = 21\n",
    "pixel_y = 21"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [],
   "source": [
    "normalized_square_xy = normalized_square[pixel_y, pixel_x, :]\n",
    "red_xy = normalized_square_R[pixel_y, pixel_x]\n",
    "green_xy = normalized_square_G[pixel_y, pixel_x]\n",
    "blue_xy = normalized_square_B[pixel_y, pixel_x]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([0.56470588, 0.14901961, 0.49411765]),\n",
       " 0.5647058823529412,\n",
       " 0.14901960784313725,\n",
       " 0.49411764705882355)"
      ]
     },
     "execution_count": 108,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "normalized_square_xy, red_xy, green_xy, blue_xy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Reference\n",
    "1. https://youtu.be/NItHNRc3awY\n"
   ]
  }
 ],
 "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": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}