pre_proc.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "collapsed": false,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "import torch\n",
    "import torchvision.transforms as transforms\n",
    "from dataset import ReadImages\n",
    "from PIL import Image\n",
    "from os import path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "collapsed": false,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": [
    "dataset = '/home/mrim/data/collection/GUIMUTEIC/FOURVIERE_CLEAN2/TRAIN_I'\n",
    "dataset_test = '/home/mrim/data/collection/GUIMUTEIC/FOURVIERE_CLEAN2/TEST_I'\n",
    "collection = 'fou'\n",
    "out_path = './data/pre_proc/fourviere_clean2_224sq'\n",
    "out_path_test = './data/pre_proc/fourviere_clean2_224sq/test'\n",
    "\n",
    "def match(x):\n",
    "    if collection == 'cli':\n",
    "        return x.split('/')[-1].split('-')[0]\n",
    "    else:\n",
    "        s = x.split('/')[-1].split('_')\n",
    "        return s[0] + s[1]\n",
    "# training and test sets (scaled to 300 on the small side)\n",
    "dataSetFull = ReadImages.readImageswithPattern(dataset, match)\n",
    "testSetFull = ReadImages.readImageswithPattern(dataset_test, match)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def filter_wall(im, lab):\n",
    "    return 'wall' not in lab\n",
    "\n",
    "def resize(dataset, out_path, newsize1, newsize2, f=lambda im, lab: True):\n",
    "    for im, lab in dataset:\n",
    "        if not f(im, lab):\n",
    "            continue\n",
    "        img = Image.open(im)\n",
    "        img = img.resize((newsize1, newsize2), Image.BILINEAR)\n",
    "        out_p = path.join(out_path, im.split('/')[-1])\n",
    "        print('/'.join(im.split('/')[-3:]), '->', '/'.join(out_p.split('/')[-3:]))\n",
    "        img.save(out_p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "collapsed": false,
    "deletable": true,
    "editable": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "('FOURVIERE_CLEAN2/TRAIN_I/D_084_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_084_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_084_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_084_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_084_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_084_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_084_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_084_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_083_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_083_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_083_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_083_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_083_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_083_02.jpg')\n",
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      "('FOURVIERE_CLEAN2/TRAIN_I/D_082_16.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_082_16.jpg')\n",
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      "('FOURVIERE_CLEAN2/TRAIN_I/D_073_20.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_073_20.jpg')\n",
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      "('FOURVIERE_CLEAN2/TRAIN_I/D_070_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_070_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_069_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_069_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_069_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_069_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_069_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_069_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_069_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_069_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_069_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_069_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_068_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_068_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_068_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_068_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_067_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_067_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_067_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_067_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_067_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_067_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_066_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_066_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_066_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_066_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_066_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_066_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_066_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_066_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_066_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_066_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_066_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_066_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_066_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_066_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_065_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_065_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_065_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_065_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_065_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_065_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_065_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_065_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_064_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_064_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_063_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_063_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_063_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_063_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_063_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_063_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_063_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_063_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_061_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_061_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_061_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_061_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_061_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_061_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_061_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_061_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_060_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_060_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_060_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_060_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_060_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_060_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_060_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_060_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_059_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_059_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_059_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_059_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_059_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_059_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_059_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_059_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_059_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_059_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_059_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_059_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_059_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_059_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_058_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_058_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_058_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_058_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_057_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_057_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_057_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_057_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_057_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_057_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_057_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_057_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_056_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_056_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_056_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_056_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_056_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_056_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_056_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_056_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_056_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_056_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_056_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_056_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_056_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_056_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_055_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_055_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_055_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_055_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_055_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_055_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_055_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_055_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_055_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_055_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_054_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_054_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_054_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_054_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_053_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_053_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_053_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_053_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_053_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_053_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_053_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_053_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_053_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_053_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_052_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_052_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_052_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_052_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_052_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_052_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_21.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_21.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_20.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_20.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_18.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_18.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_17.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_17.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_16.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_16.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_15.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_15.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_14.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_14.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_13.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_13.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_12.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_12.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_11.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_11.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_10.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_051_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_051_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_050_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_050_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_050_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_050_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_050_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_050_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_050_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_050_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_049_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_049_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_049_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_049_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_049_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_049_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_048_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_048_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_048_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_048_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_048_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_048_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_047_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_047_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_047_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_047_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_047_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_047_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_046_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_046_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_046_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_046_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_045_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_045_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_045_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_045_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_043_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_043_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_043_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_043_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_043_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_043_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_041_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_041_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_041_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_041_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_041_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_041_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_040_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_040_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_040_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_040_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_039_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_039_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_039_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_039_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_039_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_039_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_039_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_039_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_038_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_038_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_038_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_038_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_038_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_038_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_037_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_037_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_037_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_037_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_037_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_037_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_037_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_037_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_037_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_037_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_037_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_037_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_037_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_037_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_037_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_037_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_037_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_037_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_036_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_036_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_036_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_036_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_036_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_036_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_036_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_036_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_036_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_036_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_036_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_036_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_036_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_036_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_036_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_036_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_035_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_035_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_035_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_035_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_034_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_034_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_034_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_034_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_034_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_034_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_033_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_033_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_033_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_033_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_033_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_033_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_033_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_033_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_033_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_033_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_033_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_033_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_033_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_033_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_14.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_14.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_13.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_13.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_12.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_12.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_11.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_11.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_10.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_032_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_032_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_18.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_18.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_17.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_17.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_16.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_16.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_15.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_15.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_14.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_14.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_13.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_13.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_12.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_12.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_11.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_11.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_10.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_031_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_031_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_030_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_030_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_030_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_030_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_030_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_030_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_029_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_029_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_029_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_029_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_028_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_028_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_028_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_028_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_028_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_028_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_028_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_028_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_026_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_026_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_026_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_026_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_026_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_026_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_025_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_025_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_025_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_025_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_025_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_025_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_024_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_024_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_024_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_024_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_023_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_023_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_023_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_023_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_023_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_023_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_022_10.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_022_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_022_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_022_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_022_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_022_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_022_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_022_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_022_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_022_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_022_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_022_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_022_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_022_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_022_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_022_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_022_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_022_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_022_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_022_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_14.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_14.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_13.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_13.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_12.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_12.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_11.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_11.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_10.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_021_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_021_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_020_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_020_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_020_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_020_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_020_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_020_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_019_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_019_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_019_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_019_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_019_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_019_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_019_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_019_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_019_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_019_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_019_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_019_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_017_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_017_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_017_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_017_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_017_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_017_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_017_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_017_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_017_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_017_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_017_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_017_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_017_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_017_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_016_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_016_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_016_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_016_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_016_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_016_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_016_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_016_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_016_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_016_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_22.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_22.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_21.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_21.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_20.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_20.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_19.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_19.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_18.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_18.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_17.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_17.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_16.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_16.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_15.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_15.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_14.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_14.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_13.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_13.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_11.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_11.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_10.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_015_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_015_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_014_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_014_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_014_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_014_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_014_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_014_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_014_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_014_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_013_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_013_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_012_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_012_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_012_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_012_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_012_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_012_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_011_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_011_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_011_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_011_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_011_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_011_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_011_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_011_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_011_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_011_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_010_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_010_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_010_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_010_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_010_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_010_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_010_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_010_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_010_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_010_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_010_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_010_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_010_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_010_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_010_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_010_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_13.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_13.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_12.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_12.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_11.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_11.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_10.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_009_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_009_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_008_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_008_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_008_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_008_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_008_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_008_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_008_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_008_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_008_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_008_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_008_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_008_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_007_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_007_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_007_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_007_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_007_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_007_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_006_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_006_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_006_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_006_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_005_10.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_005_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_005_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_005_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_005_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_005_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_005_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_005_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_005_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_005_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_005_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_005_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_005_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_005_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_005_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_005_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_005_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_005_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_005_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_005_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_004_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_004_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_004_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_004_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_004_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_004_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_003_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_003_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_003_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_003_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_002_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_002_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_002_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_002_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_002_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_002_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_002_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_002_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_002_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_002_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_002_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_002_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_002_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_002_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_002_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_002_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_001_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_001_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_001_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_001_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_001_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_001_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_001_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_001_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_001_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_001_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_001_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_001_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_001_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_001_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/D_001_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/D_001_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_101_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_101_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_101_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_101_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_100_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_100_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_100_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_100_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_099_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_099_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_099_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_099_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_099_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_099_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_098_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_098_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_098_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_098_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_098_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_098_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_097_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_097_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_097_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_097_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_096_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_096_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_096_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_096_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_095_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_095_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_095_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_095_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_094_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_094_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_094_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_094_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_093_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_093_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_092_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_092_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_091_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_091_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_090_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_090_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_089_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_089_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_089_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_089_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_088_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_088_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_087_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_087_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_087_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_087_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_087_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_087_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_086_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_086_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_086_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_086_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_086_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_086_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_086_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_086_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_086_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_086_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_086_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_086_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_079_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_079_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_075_15.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_075_15.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_075_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_075_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_075_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_075_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_075_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_075_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_074_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_074_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_074_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_074_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_074_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_074_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_073_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_073_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_073_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_073_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_073_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_073_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_073_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_073_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_071_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_071_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_070_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_070_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_070_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_070_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_070_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_070_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_070_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_070_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_069_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_069_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_068_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_068_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_068_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_068_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_067_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_067_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_067_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_067_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_066_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_066_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_066_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_066_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_22.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_22.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_21.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_21.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_20.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_20.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_19.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_19.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_18.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_18.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_17.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_17.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_16.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_16.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_15.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_15.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_14.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_14.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_13.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_13.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_065_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_065_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_063_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_063_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_063_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_063_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_062_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_062_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_062_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_062_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_062_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_062_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_062_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_062_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_062_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_062_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_062_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_062_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_062_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_062_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_061_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_061_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_061_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_061_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_060_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_060_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_060_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_060_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_060_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_060_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_060_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_060_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_060_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_060_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_060_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_060_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_059_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_059_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_059_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_059_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_059_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_059_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_059_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_059_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_057_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_057_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_057_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_057_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_057_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_057_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_057_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_057_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_057_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_057_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_057_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_057_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_052_12.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_052_12.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_052_11.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_052_11.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_052_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_052_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_052_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_052_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_052_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_052_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_052_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_052_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_052_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_052_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_052_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_052_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_052_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_052_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_052_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_052_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_050_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_050_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_050_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_050_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_050_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_050_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_049_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_049_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_049_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_049_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_049_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_049_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_049_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_049_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_047_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_047_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_047_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_047_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_047_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_047_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_047_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_047_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_045_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_045_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_045_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_045_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_045_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_045_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_045_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_045_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_045_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_045_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_13.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_13.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_11.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_11.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_10.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_041_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_041_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_039_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_039_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_039_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_039_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_038_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_038_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_038_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_038_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_038_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_038_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_038_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_038_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_031_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_031_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_031_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_031_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_031_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_031_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_031_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_031_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_031_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_031_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_031_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_031_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_031_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_031_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_031_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_031_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_031_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_031_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_030_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_030_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_030_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_030_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_030_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_030_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_030_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_030_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_030_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_030_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_029_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_029_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_029_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_029_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_029_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_029_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_029_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_029_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_029_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_029_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_029_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_029_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_029_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_029_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_028_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_028_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_028_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_028_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_028_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_028_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_028_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_028_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_027_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_027_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_027_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_027_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_026_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_026_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_026_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_026_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_026_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_026_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_025_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_025_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_024_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_024_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_024_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_024_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_024_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_024_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_023_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_023_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_023_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_023_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_022_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_022_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_021_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_021_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_020_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_020_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_019_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_019_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_018_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_018_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_016_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_016_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_016_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_016_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_015_11.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_015_11.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_015_10.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_015_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_015_09.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_015_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_015_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_015_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_015_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_015_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_015_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_015_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_015_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_015_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_015_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_015_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_015_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_015_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_015_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_015_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_014_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_014_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_014_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_014_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_014_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_014_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_014_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_014_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_014_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_014_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_013_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_013_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_013_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_013_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_013_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_013_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_013_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_013_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_013_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_013_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_013_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_013_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_013_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_013_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_013_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_013_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_013_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_013_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_012_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_012_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_012_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_012_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_012_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_012_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_010_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_010_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_010_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_010_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_010_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_010_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_010_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_010_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_010_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_010_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_010_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_010_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_010_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_010_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_009_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_009_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_009_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_009_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_008_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_008_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_008_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_008_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_008_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_008_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_008_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_008_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_007_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_007_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_007_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_007_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_007_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_007_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_006_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_006_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_006_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_006_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_006_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_006_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_006_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_006_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_005_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_005_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_005_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_005_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_004_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_004_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_004_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_004_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_003_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_003_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_002_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_002_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_002_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_002_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_001_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_001_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_001_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_001_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_001_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_001_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_001_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_001_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_001_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_001_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/C_001_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/C_001_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_098_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_098_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_098_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_098_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_098_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_098_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_097_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_097_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_097_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_097_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_096_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_096_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_096_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_096_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_095_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_095_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_095_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_095_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_095_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_095_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_094_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_094_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_094_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_094_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_093_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_093_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_093_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_093_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_092_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_092_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_092_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_092_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_092_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_092_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_091_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_091_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_091_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_091_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_090_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_090_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_090_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_090_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_090_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_090_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_089_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_089_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_089_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_089_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_089_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_089_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_088_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_088_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_087_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_087_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_087_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_087_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_086_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_086_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_086_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_086_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_086_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_086_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_085_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_085_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_085_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_085_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_084_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_084_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_083_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_083_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_083_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_083_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_083_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_083_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_082_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_082_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_082_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_082_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_082_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_082_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_082_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_082_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_082_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_082_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_082_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_082_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_082_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_082_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_081_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_081_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_080_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_080_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_080_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_080_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_079_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_079_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_079_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_079_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_079_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_079_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_078_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_078_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_078_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_078_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_077_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_077_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_077_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_077_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_076_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_076_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_076_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_076_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_076_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_076_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_075_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_075_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_075_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_075_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_075_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_075_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_074_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_074_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_073_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_073_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_073_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_073_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_073_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_073_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_073_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_073_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_073_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_073_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_073_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_073_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_072_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_072_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_072_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_072_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_072_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_072_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_071_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_071_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_071_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_071_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_071_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_071_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_070_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_070_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_069_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_069_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_069_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_069_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_068_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_068_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_068_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_068_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_068_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_068_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_067_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_067_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_067_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_067_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_067_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_067_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_066_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_066_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_066_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_066_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_065_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_065_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_064_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_064_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_063_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_063_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_062_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_062_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_062_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_062_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_062_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_062_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_061_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_061_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_060_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_060_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_059_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_059_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_058_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_058_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_058_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_058_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_057_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_057_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_057_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_057_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_056_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_056_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_056_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_056_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_056_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_056_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_055_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_055_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_055_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_055_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_055_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_055_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_054_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_054_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_054_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_054_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_054_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_054_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_054_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_054_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_054_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_054_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_053_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_053_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_053_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_053_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_053_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_053_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_052_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_052_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_052_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_052_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_051_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_051_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_051_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_051_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_051_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_051_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_050_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_050_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_050_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_050_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_050_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_050_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_049_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_049_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_049_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_049_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_049_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_049_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_048_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_048_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_048_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_048_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_047_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_047_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_047_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_047_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_046_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_046_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_046_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_046_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_046_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_046_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_046_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_046_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_046_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_046_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_045_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_045_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_045_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_045_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_044_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_044_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_044_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_044_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_044_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_044_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_043_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_043_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_043_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_043_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_042_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_042_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_042_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_042_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_042_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_042_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_041_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_041_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_041_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_041_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_040_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_040_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_040_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_040_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_039_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_039_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_039_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_039_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_038_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_038_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_037_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_037_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_037_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_037_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_036_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_036_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_036_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_036_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_035_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_035_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_034_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_034_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_033_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_033_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_032_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_032_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_032_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_032_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_031_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_031_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_031_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_031_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_030_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_030_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_030_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_030_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_029_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_029_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_029_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_029_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_028_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_028_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_028_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_028_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_027_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_027_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_027_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_027_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_026_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_026_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_026_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_026_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_026_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_026_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_025_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_025_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_024_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_024_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_023_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_023_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_022_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_022_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_022_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_022_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_021_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_021_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_020_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_020_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_020_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_020_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_019_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_019_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_019_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_019_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_019_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_019_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_018_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_018_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_018_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_018_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_017_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_017_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_017_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_017_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_017_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_017_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_016_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_016_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_016_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_016_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_016_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_016_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_015_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_015_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_015_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_015_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_014_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_014_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_014_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_014_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_013_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_013_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_013_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_013_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_013_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_013_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_012_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_012_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_012_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_012_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_011_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_011_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_011_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_011_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_011_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_011_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_010_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_010_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_010_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_010_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_009_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_009_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_009_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_009_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_008_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_008_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_008_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_008_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_008_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_008_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_008_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_008_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_007_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_007_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_007_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_007_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_006_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_006_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_006_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_006_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_005_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_005_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_005_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_005_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_004_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_004_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_004_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_004_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_003_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_003_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_003_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_003_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_002_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_002_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_002_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_002_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_001_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_001_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_001_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_001_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/B_001_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/B_001_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_064_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_064_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_064_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_064_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_063_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_063_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_063_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_063_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_062_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_062_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_062_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_062_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_061_07.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_061_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_061_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_061_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_061_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_061_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_061_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_061_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_061_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_061_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_061_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_061_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_061_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_061_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_060_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_060_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_060_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_060_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_059_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_059_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_059_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_059_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_058_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_058_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_058_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_058_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_057_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_057_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_057_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_057_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_056_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_056_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_056_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_056_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_055_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_055_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_055_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_055_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_054_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_054_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_054_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_054_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_053_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_053_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_053_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_053_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_052_08.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_052_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_052_06.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_052_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_052_05.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_052_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_052_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_052_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_052_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_052_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_052_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_052_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_052_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_052_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_051_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_051_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_050_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_050_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_050_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_050_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_049_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_049_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_049_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_049_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_048_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_048_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_048_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_048_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_048_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_048_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_047_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_047_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_047_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_047_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_047_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_047_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_046_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_046_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_046_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_046_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_045_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_045_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_045_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_045_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_044_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_044_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_044_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_044_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_043_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_043_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_043_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_043_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_043_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_043_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_042_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_042_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_042_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_042_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_041_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_041_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_041_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_041_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_040_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_040_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_040_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_040_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_039_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_039_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_039_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_039_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_038_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_038_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_038_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_038_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_037_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_037_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_037_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_037_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_036_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_036_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_036_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_036_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_035_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_035_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_035_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_035_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_035_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_035_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_034_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_034_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_034_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_034_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_033_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_033_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_033_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_033_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_032_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_032_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_032_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_032_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_031_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_031_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_031_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_031_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_030_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_030_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_029_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_029_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_029_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_029_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_028_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_028_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_027_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_027_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_027_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_027_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_026_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_026_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_026_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_026_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_025_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_025_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_025_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_025_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_024_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_024_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_024_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_024_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_023_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_023_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_022_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_022_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_021_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_021_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_020_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_020_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_019_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_019_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_018_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_018_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_018_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_018_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_017_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_017_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_017_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_017_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_016_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_016_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_016_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_016_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_015_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_015_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_014_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_014_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_014_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_014_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_014_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_014_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_013_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_013_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_012_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_012_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_012_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_012_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_011_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_011_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_011_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_011_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_010_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_010_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_009_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_009_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_008_04.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_008_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_008_03.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_008_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_008_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_008_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_008_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_008_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_007_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_007_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_006_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_006_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_005_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_005_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_004_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_004_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_003_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_003_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_002_00.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_002_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_001_02.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_001_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TRAIN_I/A_001_01.jpg', '->', 'pre_proc/fourviere_clean2_224sq/A_001_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_083_05.jpg', '->', 'fourviere_clean2_224sq/test/D_083_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_082_17.jpg', '->', 'fourviere_clean2_224sq/test/D_082_17.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_073_39.jpg', '->', 'fourviere_clean2_224sq/test/D_073_39.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_073_02.jpg', '->', 'fourviere_clean2_224sq/test/D_073_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_071_05.jpg', '->', 'fourviere_clean2_224sq/test/D_071_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_070_05.jpg', '->', 'fourviere_clean2_224sq/test/D_070_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_068_01.jpg', '->', 'fourviere_clean2_224sq/test/D_068_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_066_02.jpg', '->', 'fourviere_clean2_224sq/test/D_066_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_058_01.jpg', '->', 'fourviere_clean2_224sq/test/D_058_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_056_02.jpg', '->', 'fourviere_clean2_224sq/test/D_056_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_053_04.jpg', '->', 'fourviere_clean2_224sq/test/D_053_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_051_19.jpg', '->', 'fourviere_clean2_224sq/test/D_051_19.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_051_08.jpg', '->', 'fourviere_clean2_224sq/test/D_051_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_051_02.jpg', '->', 'fourviere_clean2_224sq/test/D_051_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_046_02.jpg', '->', 'fourviere_clean2_224sq/test/D_046_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_045_00.jpg', '->', 'fourviere_clean2_224sq/test/D_045_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_041_02.jpg', '->', 'fourviere_clean2_224sq/test/D_041_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_040_02.jpg', '->', 'fourviere_clean2_224sq/test/D_040_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_039_02.jpg', '->', 'fourviere_clean2_224sq/test/D_039_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_037_08.jpg', '->', 'fourviere_clean2_224sq/test/D_037_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_036_07.jpg', '->', 'fourviere_clean2_224sq/test/D_036_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_035_00.jpg', '->', 'fourviere_clean2_224sq/test/D_035_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_033_04.jpg', '->', 'fourviere_clean2_224sq/test/D_033_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_032_03.jpg', '->', 'fourviere_clean2_224sq/test/D_032_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_031_07.jpg', '->', 'fourviere_clean2_224sq/test/D_031_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_030_03.jpg', '->', 'fourviere_clean2_224sq/test/D_030_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_029_01.jpg', '->', 'fourviere_clean2_224sq/test/D_029_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_028_03.jpg', '->', 'fourviere_clean2_224sq/test/D_028_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_024_01.jpg', '->', 'fourviere_clean2_224sq/test/D_024_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_022_01.jpg', '->', 'fourviere_clean2_224sq/test/D_022_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_021_07.jpg', '->', 'fourviere_clean2_224sq/test/D_021_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_020_03.jpg', '->', 'fourviere_clean2_224sq/test/D_020_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_019_09.jpg', '->', 'fourviere_clean2_224sq/test/D_019_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_016_04.jpg', '->', 'fourviere_clean2_224sq/test/D_016_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_015_12.jpg', '->', 'fourviere_clean2_224sq/test/D_015_12.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_015_02.jpg', '->', 'fourviere_clean2_224sq/test/D_015_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_014_01.jpg', '->', 'fourviere_clean2_224sq/test/D_014_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_010_03.jpg', '->', 'fourviere_clean2_224sq/test/D_010_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_009_05.jpg', '->', 'fourviere_clean2_224sq/test/D_009_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_008_05.jpg', '->', 'fourviere_clean2_224sq/test/D_008_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_006_02.jpg', '->', 'fourviere_clean2_224sq/test/D_006_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_005_02.jpg', '->', 'fourviere_clean2_224sq/test/D_005_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_003_02.jpg', '->', 'fourviere_clean2_224sq/test/D_003_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_002_00.jpg', '->', 'fourviere_clean2_224sq/test/D_002_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/D_001_03.jpg', '->', 'fourviere_clean2_224sq/test/D_001_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_101_02.jpg', '->', 'fourviere_clean2_224sq/test/C_101_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_100_02.jpg', '->', 'fourviere_clean2_224sq/test/C_100_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_097_01.jpg', '->', 'fourviere_clean2_224sq/test/C_097_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_094_00.jpg', '->', 'fourviere_clean2_224sq/test/C_094_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_088_01.jpg', '->', 'fourviere_clean2_224sq/test/C_088_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_087_03.jpg', '->', 'fourviere_clean2_224sq/test/C_087_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_086_04.jpg', '->', 'fourviere_clean2_224sq/test/C_086_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_079_01.jpg', '->', 'fourviere_clean2_224sq/test/C_079_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_074_02.jpg', '->', 'fourviere_clean2_224sq/test/C_074_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_071_02.jpg', '->', 'fourviere_clean2_224sq/test/C_071_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_069_01.jpg', '->', 'fourviere_clean2_224sq/test/C_069_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_068_01.jpg', '->', 'fourviere_clean2_224sq/test/C_068_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_065_03.jpg', '->', 'fourviere_clean2_224sq/test/C_065_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_065_00.jpg', '->', 'fourviere_clean2_224sq/test/C_065_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_062_04.jpg', '->', 'fourviere_clean2_224sq/test/C_062_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_060_01.jpg', '->', 'fourviere_clean2_224sq/test/C_060_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_059_05.jpg', '->', 'fourviere_clean2_224sq/test/C_059_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_057_02.jpg', '->', 'fourviere_clean2_224sq/test/C_057_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_052_10.jpg', '->', 'fourviere_clean2_224sq/test/C_052_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_052_09.jpg', '->', 'fourviere_clean2_224sq/test/C_052_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_052_04.jpg', '->', 'fourviere_clean2_224sq/test/C_052_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_050_01.jpg', '->', 'fourviere_clean2_224sq/test/C_050_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_049_02.jpg', '->', 'fourviere_clean2_224sq/test/C_049_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_047_06.jpg', '->', 'fourviere_clean2_224sq/test/C_047_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_045_02.jpg', '->', 'fourviere_clean2_224sq/test/C_045_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_041_12.jpg', '->', 'fourviere_clean2_224sq/test/C_041_12.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_041_09.jpg', '->', 'fourviere_clean2_224sq/test/C_041_09.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_041_04.jpg', '->', 'fourviere_clean2_224sq/test/C_041_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_039_02.jpg', '->', 'fourviere_clean2_224sq/test/C_039_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_038_02.jpg', '->', 'fourviere_clean2_224sq/test/C_038_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_031_01.jpg', '->', 'fourviere_clean2_224sq/test/C_031_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_030_03.jpg', '->', 'fourviere_clean2_224sq/test/C_030_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_029_04.jpg', '->', 'fourviere_clean2_224sq/test/C_029_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_027_01.jpg', '->', 'fourviere_clean2_224sq/test/C_027_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_025_01.jpg', '->', 'fourviere_clean2_224sq/test/C_025_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_023_01.jpg', '->', 'fourviere_clean2_224sq/test/C_023_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_015_05.jpg', '->', 'fourviere_clean2_224sq/test/C_015_05.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_014_01.jpg', '->', 'fourviere_clean2_224sq/test/C_014_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_012_02.jpg', '->', 'fourviere_clean2_224sq/test/C_012_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_010_03.jpg', '->', 'fourviere_clean2_224sq/test/C_010_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_008_02.jpg', '->', 'fourviere_clean2_224sq/test/C_008_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_007_02.jpg', '->', 'fourviere_clean2_224sq/test/C_007_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_004_01.jpg', '->', 'fourviere_clean2_224sq/test/C_004_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/C_001_03.jpg', '->', 'fourviere_clean2_224sq/test/C_001_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_097_02.jpg', '->', 'fourviere_clean2_224sq/test/B_097_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_096_01.jpg', '->', 'fourviere_clean2_224sq/test/B_096_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_094_02.jpg', '->', 'fourviere_clean2_224sq/test/B_094_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_091_02.jpg', '->', 'fourviere_clean2_224sq/test/B_091_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_087_02.jpg', '->', 'fourviere_clean2_224sq/test/B_087_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_085_02.jpg', '->', 'fourviere_clean2_224sq/test/B_085_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_082_08.jpg', '->', 'fourviere_clean2_224sq/test/B_082_08.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_082_06.jpg', '->', 'fourviere_clean2_224sq/test/B_082_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_080_02.jpg', '->', 'fourviere_clean2_224sq/test/B_080_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_078_10.jpg', '->', 'fourviere_clean2_224sq/test/B_078_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_078_02.jpg', '->', 'fourviere_clean2_224sq/test/B_078_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_077_02.jpg', '->', 'fourviere_clean2_224sq/test/B_077_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_073_06.jpg', '->', 'fourviere_clean2_224sq/test/B_073_06.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_069_10.jpg', '->', 'fourviere_clean2_224sq/test/B_069_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_069_01.jpg', '->', 'fourviere_clean2_224sq/test/B_069_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_066_10.jpg', '->', 'fourviere_clean2_224sq/test/B_066_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_066_01.jpg', '->', 'fourviere_clean2_224sq/test/B_066_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_065_11.jpg', '->', 'fourviere_clean2_224sq/test/B_065_11.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_065_10.jpg', '->', 'fourviere_clean2_224sq/test/B_065_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_064_10.jpg', '->', 'fourviere_clean2_224sq/test/B_064_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_059_10.jpg', '->', 'fourviere_clean2_224sq/test/B_059_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_058_02.jpg', '->', 'fourviere_clean2_224sq/test/B_058_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_057_10.jpg', '->', 'fourviere_clean2_224sq/test/B_057_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_057_02.jpg', '->', 'fourviere_clean2_224sq/test/B_057_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_054_02.jpg', '->', 'fourviere_clean2_224sq/test/B_054_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_052_02.jpg', '->', 'fourviere_clean2_224sq/test/B_052_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_050_12.jpg', '->', 'fourviere_clean2_224sq/test/B_050_12.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_048_01.jpg', '->', 'fourviere_clean2_224sq/test/B_048_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_047_01.jpg', '->', 'fourviere_clean2_224sq/test/B_047_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_046_10.jpg', '->', 'fourviere_clean2_224sq/test/B_046_10.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_046_03.jpg', '->', 'fourviere_clean2_224sq/test/B_046_03.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_045_02.jpg', '->', 'fourviere_clean2_224sq/test/B_045_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_043_02.jpg', '->', 'fourviere_clean2_224sq/test/B_043_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_041_02.jpg', '->', 'fourviere_clean2_224sq/test/B_041_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_040_02.jpg', '->', 'fourviere_clean2_224sq/test/B_040_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_039_02.jpg', '->', 'fourviere_clean2_224sq/test/B_039_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_037_01.jpg', '->', 'fourviere_clean2_224sq/test/B_037_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_036_02.jpg', '->', 'fourviere_clean2_224sq/test/B_036_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_032_02.jpg', '->', 'fourviere_clean2_224sq/test/B_032_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_031_02.jpg', '->', 'fourviere_clean2_224sq/test/B_031_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_030_02.jpg', '->', 'fourviere_clean2_224sq/test/B_030_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_029_02.jpg', '->', 'fourviere_clean2_224sq/test/B_029_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_028_00.jpg', '->', 'fourviere_clean2_224sq/test/B_028_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_027_01.jpg', '->', 'fourviere_clean2_224sq/test/B_027_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_020_01.jpg', '->', 'fourviere_clean2_224sq/test/B_020_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_018_01.jpg', '->', 'fourviere_clean2_224sq/test/B_018_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_015_01.jpg', '->', 'fourviere_clean2_224sq/test/B_015_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_014_01.jpg', '->', 'fourviere_clean2_224sq/test/B_014_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_012_01.jpg', '->', 'fourviere_clean2_224sq/test/B_012_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_010_01.jpg', '->', 'fourviere_clean2_224sq/test/B_010_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_009_02.jpg', '->', 'fourviere_clean2_224sq/test/B_009_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_007_00.jpg', '->', 'fourviere_clean2_224sq/test/B_007_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_006_02.jpg', '->', 'fourviere_clean2_224sq/test/B_006_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_005_02.jpg', '->', 'fourviere_clean2_224sq/test/B_005_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_004_01.jpg', '->', 'fourviere_clean2_224sq/test/B_004_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_003_01.jpg', '->', 'fourviere_clean2_224sq/test/B_003_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/B_002_01.jpg', '->', 'fourviere_clean2_224sq/test/B_002_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_063_01.jpg', '->', 'fourviere_clean2_224sq/test/A_063_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_062_02.jpg', '->', 'fourviere_clean2_224sq/test/A_062_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_061_04.jpg', '->', 'fourviere_clean2_224sq/test/A_061_04.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_060_01.jpg', '->', 'fourviere_clean2_224sq/test/A_060_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_059_01.jpg', '->', 'fourviere_clean2_224sq/test/A_059_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_058_02.jpg', '->', 'fourviere_clean2_224sq/test/A_058_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_057_01.jpg', '->', 'fourviere_clean2_224sq/test/A_057_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_056_02.jpg', '->', 'fourviere_clean2_224sq/test/A_056_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_055_01.jpg', '->', 'fourviere_clean2_224sq/test/A_055_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_054_02.jpg', '->', 'fourviere_clean2_224sq/test/A_054_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_053_02.jpg', '->', 'fourviere_clean2_224sq/test/A_053_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_052_07.jpg', '->', 'fourviere_clean2_224sq/test/A_052_07.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_052_02.jpg', '->', 'fourviere_clean2_224sq/test/A_052_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_051_02.jpg', '->', 'fourviere_clean2_224sq/test/A_051_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_051_01.jpg', '->', 'fourviere_clean2_224sq/test/A_051_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_050_01.jpg', '->', 'fourviere_clean2_224sq/test/A_050_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_049_00.jpg', '->', 'fourviere_clean2_224sq/test/A_049_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_045_02.jpg', '->', 'fourviere_clean2_224sq/test/A_045_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_044_00.jpg', '->', 'fourviere_clean2_224sq/test/A_044_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_043_02.jpg', '->', 'fourviere_clean2_224sq/test/A_043_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_042_01.jpg', '->', 'fourviere_clean2_224sq/test/A_042_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_041_00.jpg', '->', 'fourviere_clean2_224sq/test/A_041_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_040_02.jpg', '->', 'fourviere_clean2_224sq/test/A_040_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_039_00.jpg', '->', 'fourviere_clean2_224sq/test/A_039_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_038_02.jpg', '->', 'fourviere_clean2_224sq/test/A_038_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_037_02.jpg', '->', 'fourviere_clean2_224sq/test/A_037_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_036_01.jpg', '->', 'fourviere_clean2_224sq/test/A_036_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_033_01.jpg', '->', 'fourviere_clean2_224sq/test/A_033_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_031_02.jpg', '->', 'fourviere_clean2_224sq/test/A_031_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_029_01.jpg', '->', 'fourviere_clean2_224sq/test/A_029_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_024_01.jpg', '->', 'fourviere_clean2_224sq/test/A_024_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_018_01.jpg', '->', 'fourviere_clean2_224sq/test/A_018_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_017_00.jpg', '->', 'fourviere_clean2_224sq/test/A_017_00.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_016_02.jpg', '->', 'fourviere_clean2_224sq/test/A_016_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_014_02.jpg', '->', 'fourviere_clean2_224sq/test/A_014_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_012_01.jpg', '->', 'fourviere_clean2_224sq/test/A_012_01.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_008_02.jpg', '->', 'fourviere_clean2_224sq/test/A_008_02.jpg')\n",
      "('FOURVIERE_CLEAN2/TEST_I/A_001_00.jpg', '->', 'fourviere_clean2_224sq/test/A_001_00.jpg')\n"
     ]
    }
   ],
   "source": [
    "resize(dataSetFull, out_path, 224, 224, filter_wall)\n",
    "resize(testSetFull, out_path_test, 224, 224, filter_wall)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true,
    "deletable": true,
    "editable": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.9"
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 },
 "nbformat": 4,
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}