Glaucoma_data_processing.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "input\\glaucoma.csv\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\001.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\002.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\003.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\004.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\005.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\006.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\007.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\008.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\009.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\010.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\011.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\012.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\013.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\014.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\015.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\016.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\017.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\018.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\019.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\020.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\021.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\022.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\023.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\024.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\025.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\026.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\027.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\028.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\029.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\030.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\031.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\032.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\033.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\034.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\035.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\038.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\039.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\040.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\042.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\043.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\044.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\045.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\046.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\047.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\048.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\049.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\051.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\052.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\053.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\054.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\055.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\056.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\057.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\058.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\059.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\060.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\061.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\062.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\063.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\064.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\065.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\066.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\067.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\068.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\070.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\071.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\073.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\074.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\075.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\077.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\078.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\079.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\080.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\081.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\082.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\083.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\084.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\085.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\088.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\089.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\090.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\091.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\092.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\095.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\096.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\098.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\099.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\100.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\101.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\102.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\103.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\104.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\105.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\106.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\107.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\108.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\109.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\111.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\112.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\113.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\114.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\115.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\117.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\118.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\119.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\120.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\121.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\122.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\123.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\124.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\125.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\126.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\127.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\128.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\129.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\130.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\131.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\132.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\133.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\134.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\135.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\136.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\137.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\139.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\140.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\141.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\142.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\143.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\144.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\145.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\146.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\147.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\148.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\149.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\150.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\151.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\152.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\153.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\154.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\155.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\156.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\157.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\161.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\162.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\163.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\164.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\166.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\167.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\169.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\170.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\172.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\173.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\174.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\175.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\176.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\177.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\178.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\179.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\183.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\184.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\185.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\186.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\187.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\188.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\189.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\190.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\191.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\192.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\193.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\194.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\195.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\196.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\197.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\198.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\199.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\200.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\201.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\202.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\203.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\204.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\205.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\206.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\207.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\209.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\210.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\211.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\212.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\214.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\215.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\216.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\217.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\218.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\219.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\220.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\221.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\222.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\223.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\224.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\226.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\227.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\230.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\231.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\232.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\234.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\235.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\236.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\237.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\238.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\239.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\242.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\243.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\244.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\248.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\249.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\250.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\251.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\252.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\253.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\254.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\255.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\256.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\257.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\258.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\259.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\260.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\261.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\262.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\263.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\264.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\265.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\266.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\267.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\268.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\271.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\272.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\274.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\275.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\276.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\279.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\280.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\281.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\282.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\287.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\288.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\290.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\291.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\292.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\295.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\296.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\297.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\298.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\299.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\302.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\303.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\307.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\308.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\309.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\310.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\311.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\313.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\314.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\315.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\316.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\318.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\319.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\320.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\321.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\323.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\324.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\325.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\326.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\328.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\329.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\331.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\332.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\333.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\334.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\335.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\338.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\339.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\341.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\342.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\343.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\344.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\346.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\347.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\350.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\351.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\352.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\355.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\356.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\357.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\358.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\360.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\361.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\363.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\364.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\365.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\367.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\368.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\369.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\370.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\371.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\372.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\373.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\374.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\375.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\376.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\378.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\379.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\380.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\384.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\387.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\388.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\391.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\392.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\393.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\394.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\396.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\397.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\399.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\400.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\401.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\403.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\404.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\405.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\406.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\408.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\409.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\410.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\411.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\412.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\413.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\414.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\415.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\416.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\417.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\418.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\420.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\421.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\422.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\423.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\425.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\427.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\428.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\430.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\431.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\434.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\435.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\436.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\437.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\438.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\443.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\444.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\445.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\446.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\447.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\448.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\449.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\450.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\451.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\452.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\453.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\454.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\455.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\456.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\459.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\460.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\461.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\462.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\463.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\464.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\466.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\467.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\469.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\470.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\471.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\472.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\473.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\475.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\476.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\477.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\478.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\479.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\481.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Negative\\482.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\036.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\037.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\041.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\050.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\069.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\072.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\076.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\086.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\087.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\093.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\094.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\097.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\110.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\116.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\138.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\158.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\159.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\160.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\165.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\168.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\171.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\180.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\181.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\182.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\208.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\213.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\225.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\228.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\229.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\233.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\240.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\241.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\245.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\246.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\247.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\269.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\270.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\273.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\277.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\278.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\283.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\284.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\285.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\286.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\289.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\293.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\294.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\300.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\301.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\304.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\305.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\306.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\312.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\317.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\322.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\327.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\330.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\336.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\337.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\340.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\345.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\348.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\349.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\353.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\354.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\359.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\362.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\366.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\377.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\381.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\382.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\383.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\385.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\386.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\389.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\390.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\395.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\398.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\402.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\407.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\419.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\424.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\426.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\429.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\432.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\433.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\439.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\440.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\441.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\442.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\457.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\458.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\465.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\468.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\474.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\480.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\486.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\490.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\496.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\505.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\506.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\507.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\508.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\511.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\512.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\514.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\515.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\516.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\519.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\523.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\524.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\528.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\532.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\533.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\545.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\549.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\550.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\556.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\557.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\558.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\560.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\571.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\572.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\578.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\580.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\582.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\584.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\586.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\588.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\589.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\591.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\592.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\593.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Train\\Glaucoma_Positive\\595.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\483.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\484.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\485.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\487.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\488.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\489.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\491.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\492.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\493.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\494.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\495.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\497.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\498.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\499.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\500.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\501.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\502.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\503.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\504.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\509.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\510.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\513.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\517.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\518.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\520.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\521.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\522.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\525.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\526.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\527.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\529.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\530.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\531.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\534.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\535.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\536.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\537.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\538.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\539.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\540.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\541.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\542.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\543.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\544.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\546.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\547.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\548.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\551.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\552.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\553.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\554.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\555.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\559.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\561.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\562.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\563.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\564.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\565.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\566.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\567.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\568.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\569.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\570.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\573.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\574.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\575.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\576.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\577.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\579.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\581.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\583.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\585.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\587.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\590.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\594.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\596.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\597.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\599.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\602.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\603.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\606.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\607.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\610.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\611.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\614.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\616.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\620.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\625.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\629.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\633.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\635.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\637.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\639.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\642.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\643.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Negative\\649.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\598.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\600.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\601.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\604.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\605.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\608.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\609.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\612.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\613.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\615.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\617.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\618.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\619.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\621.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\622.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\623.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\624.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\626.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\627.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\628.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\630.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\631.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\632.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\634.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\636.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\638.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\640.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\641.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\644.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\645.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\646.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\647.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\648.jpg\n",
      "input\\Fundus_Train_Val_Data\\Fundus_Scanes_Sorted\\Validation\\Glaucoma_Positive\\650.jpg\n"
     ]
    }
   ],
   "source": [
    "import numpy as np # linear algebra\n",
    "import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n",
    "\n",
    "import os\n",
    "for dirname, _, filenames in os.walk('input'):\n",
    "    for filename in filenames:\n",
    "        print(os.path.join(dirname, filename))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Filename</th>\n",
       "      <th>ExpCDR</th>\n",
       "      <th>Eye</th>\n",
       "      <th>Set</th>\n",
       "      <th>Glaucoma</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>001.jpg</td>\n",
       "      <td>0.7097</td>\n",
       "      <td>OD</td>\n",
       "      <td>A</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>002.jpg</td>\n",
       "      <td>0.6953</td>\n",
       "      <td>OS</td>\n",
       "      <td>A</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>003.jpg</td>\n",
       "      <td>0.9629</td>\n",
       "      <td>OS</td>\n",
       "      <td>A</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>004.jpg</td>\n",
       "      <td>0.7246</td>\n",
       "      <td>OD</td>\n",
       "      <td>A</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>005.jpg</td>\n",
       "      <td>0.6138</td>\n",
       "      <td>OS</td>\n",
       "      <td>A</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Filename  ExpCDR Eye Set  Glaucoma\n",
       "0  001.jpg  0.7097  OD   A         0\n",
       "1  002.jpg  0.6953  OS   A         0\n",
       "2  003.jpg  0.9629  OS   A         0\n",
       "3  004.jpg  0.7246  OD   A         0\n",
       "4  005.jpg  0.6138  OS   A         0"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.read_csv('input/glaucoma.csv')\n",
    "\n",
    "y_train = data['Glaucoma']\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "JPEG\n",
      "RGB\n",
      "(3072, 2048)\n"
     ]
    }
   ],
   "source": [
    "from numpy import asarray\n",
    "\n",
    "from PIL import Image\n",
    "# load the image\n",
    "image = Image.open('input/Fundus_Train_Val_Data/Fundus_Scanes_Sorted/Validation/Glaucoma_Positive/613.jpg')\n",
    "# summarize some details about the image\n",
    "print(image.format)\n",
    "print(image.mode)\n",
    "print(image.size)\n",
    "# show the image\n",
    "image.show()\n",
    "pixels = asarray(image)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Mean: 73.462\n",
      "Min: 0.000, Max: 255.000\n",
      "Mean: 0.000\n",
      "Min: -73.462, Max: 181.538\n",
      "[[[-71.46201356 -71.46201356 -73.46201356]\n",
      "  [-71.46201356 -71.46201356 -73.46201356]\n",
      "  [-71.46201356 -71.46201356 -73.46201356]\n",
      "  ...\n",
      "  [-72.46201356 -72.46201356 -73.46201356]\n",
      "  [-72.46201356 -72.46201356 -73.46201356]\n",
      "  [-72.46201356 -72.46201356 -73.46201356]]\n",
      "\n",
      " [[-71.46201356 -71.46201356 -73.46201356]\n",
      "  [-71.46201356 -71.46201356 -73.46201356]\n",
      "  [-71.46201356 -71.46201356 -73.46201356]\n",
      "  ...\n",
      "  [-72.46201356 -72.46201356 -73.46201356]\n",
      "  [-72.46201356 -72.46201356 -73.46201356]\n",
      "  [-72.46201356 -72.46201356 -73.46201356]]\n",
      "\n",
      " [[-71.46201356 -71.46201356 -73.46201356]\n",
      "  [-71.46201356 -71.46201356 -73.46201356]\n",
      "  [-71.46201356 -71.46201356 -73.46201356]\n",
      "  ...\n",
      "  [-72.46201356 -72.46201356 -73.46201356]\n",
      "  [-72.46201356 -72.46201356 -73.46201356]\n",
      "  [-72.46201356 -72.46201356 -73.46201356]]\n",
      "\n",
      " ...\n",
      "\n",
      " [[-73.46201356 -73.46201356 -73.46201356]\n",
      "  [-73.46201356 -73.46201356 -73.46201356]\n",
      "  [-73.46201356 -73.46201356 -73.46201356]\n",
      "  ...\n",
      "  [-72.46201356 -72.46201356 -72.46201356]\n",
      "  [-72.46201356 -72.46201356 -72.46201356]\n",
      "  [-72.46201356 -72.46201356 -72.46201356]]\n",
      "\n",
      " [[-73.46201356 -73.46201356 -73.46201356]\n",
      "  [-73.46201356 -73.46201356 -73.46201356]\n",
      "  [-73.46201356 -73.46201356 -73.46201356]\n",
      "  ...\n",
      "  [-72.46201356 -72.46201356 -72.46201356]\n",
      "  [-72.46201356 -72.46201356 -72.46201356]\n",
      "  [-72.46201356 -72.46201356 -72.46201356]]\n",
      "\n",
      " [[-73.46201356 -73.46201356 -73.46201356]\n",
      "  [-73.46201356 -73.46201356 -73.46201356]\n",
      "  [-73.46201356 -73.46201356 -73.46201356]\n",
      "  ...\n",
      "  [-72.46201356 -72.46201356 -72.46201356]\n",
      "  [-72.46201356 -72.46201356 -72.46201356]\n",
      "  [-72.46201356 -72.46201356 -72.46201356]]]\n"
     ]
    }
   ],
   "source": [
    "# global centering\n",
    "\n",
    "# calculate global mean\n",
    "mean = pixels.mean()\n",
    "print('Mean: %.3f' % mean)\n",
    "print('Min: %.3f, Max: %.3f' % (pixels.min(), pixels.max()))\n",
    "# global centering of pixels\n",
    "pixels = pixels - mean\n",
    "# confirm it had the desired effect\n",
    "mean = pixels.mean()\n",
    "print('Mean: %.3f' % mean)\n",
    "print('Min: %.3f, Max: %.3f' % (pixels.min(), pixels.max()))\n",
    "print(pixels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Data Type: float64\n",
      "Min: -73.462, Max: 181.538\n",
      "pixel mean =  1.3986008e-09\n"
     ]
    }
   ],
   "source": [
    "# example of pixel normalization\n",
    "# confirm pixel range is 0-255\n",
    "print('Data Type: %s' % pixels.dtype)\n",
    "print('Min: %.3f, Max: %.3f' % (pixels.min(), pixels.max()))\n",
    "# convert from integers to floats\n",
    "pixels = pixels.astype('float32')\n",
    "# normalize to the range 0-1\n",
    "pixels /= 255.0\n",
    "mean = pixels.mean()\n",
    "print('pixel mean = ', mean)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Min: -0.288, Max: 0.712\n",
      "[[[-0.2802432  -0.2802432  -0.28808632]\n",
      "  [-0.2802432  -0.2802432  -0.28808632]\n",
      "  [-0.2802432  -0.2802432  -0.28808632]\n",
      "  ...\n",
      "  [-0.28416476 -0.28416476 -0.28808632]\n",
      "  [-0.28416476 -0.28416476 -0.28808632]\n",
      "  [-0.28416476 -0.28416476 -0.28808632]]\n",
      "\n",
      " [[-0.2802432  -0.2802432  -0.28808632]\n",
      "  [-0.2802432  -0.2802432  -0.28808632]\n",
      "  [-0.2802432  -0.2802432  -0.28808632]\n",
      "  ...\n",
      "  [-0.28416476 -0.28416476 -0.28808632]\n",
      "  [-0.28416476 -0.28416476 -0.28808632]\n",
      "  [-0.28416476 -0.28416476 -0.28808632]]\n",
      "\n",
      " [[-0.2802432  -0.2802432  -0.28808632]\n",
      "  [-0.2802432  -0.2802432  -0.28808632]\n",
      "  [-0.2802432  -0.2802432  -0.28808632]\n",
      "  ...\n",
      "  [-0.28416476 -0.28416476 -0.28808632]\n",
      "  [-0.28416476 -0.28416476 -0.28808632]\n",
      "  [-0.28416476 -0.28416476 -0.28808632]]\n",
      "\n",
      " ...\n",
      "\n",
      " [[-0.28808632 -0.28808632 -0.28808632]\n",
      "  [-0.28808632 -0.28808632 -0.28808632]\n",
      "  [-0.28808632 -0.28808632 -0.28808632]\n",
      "  ...\n",
      "  [-0.28416476 -0.28416476 -0.28416476]\n",
      "  [-0.28416476 -0.28416476 -0.28416476]\n",
      "  [-0.28416476 -0.28416476 -0.28416476]]\n",
      "\n",
      " [[-0.28808632 -0.28808632 -0.28808632]\n",
      "  [-0.28808632 -0.28808632 -0.28808632]\n",
      "  [-0.28808632 -0.28808632 -0.28808632]\n",
      "  ...\n",
      "  [-0.28416476 -0.28416476 -0.28416476]\n",
      "  [-0.28416476 -0.28416476 -0.28416476]\n",
      "  [-0.28416476 -0.28416476 -0.28416476]]\n",
      "\n",
      " [[-0.28808632 -0.28808632 -0.28808632]\n",
      "  [-0.28808632 -0.28808632 -0.28808632]\n",
      "  [-0.28808632 -0.28808632 -0.28808632]\n",
      "  ...\n",
      "  [-0.28416476 -0.28416476 -0.28416476]\n",
      "  [-0.28416476 -0.28416476 -0.28416476]\n",
      "  [-0.28416476 -0.28416476 -0.28416476]]]\n"
     ]
    }
   ],
   "source": [
    "# confirm the normalization\n",
    "print('Min: %.3f, Max: %.3f' % (pixels.min(), pixels.max()))\n",
    "print(pixels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# visualization\n",
    "import matplotlib.pyplot as plt\n",
    "fig, (ax0, ax1) = plt.subplots(1, 2)\n",
    "ax0.imshow(image)\n",
    "ax0.axis('off')\n",
    "ax0.set_title('image')\n",
    "ax1.imshow(pixels)\n",
    "ax1.axis('off')\n",
    "ax1.set_title('result')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "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": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}