convert_to_images.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1/1100 files\n",
      "Original shape: (96, 5)\n",
      "Shuffled and rotated shape: (96, 5)\n",
      "Processed 2/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 3/1100 files\n",
      "Original shape: (65, 5)\n",
      "Shuffled and rotated shape: (64, 5)\n",
      "Processed 4/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 5/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 6/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 7/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 8/1100 files\n",
      "Original shape: (121, 5)\n",
      "Shuffled and rotated shape: (120, 5)\n",
      "Processed 9/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 10/1100 files\n",
      "Original shape: (99, 5)\n",
      "Shuffled and rotated shape: (98, 5)\n",
      "Processed 11/1100 files\n",
      "Original shape: (96, 5)\n",
      "Shuffled and rotated shape: (96, 5)\n",
      "Processed 12/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 13/1100 files\n",
      "Original shape: (121, 5)\n",
      "Shuffled and rotated shape: (120, 5)\n",
      "Processed 14/1100 files\n",
      "Original shape: (96, 5)\n",
      "Shuffled and rotated shape: (96, 5)\n",
      "Processed 15/1100 files\n",
      "Original shape: (65, 5)\n",
      "Shuffled and rotated shape: (64, 5)\n",
      "Processed 16/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 17/1100 files\n",
      "Original shape: (103, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 18/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 19/1100 files\n",
      "Original shape: (65, 5)\n",
      "Shuffled and rotated shape: (64, 5)\n",
      "Processed 20/1100 files\n",
      "Original shape: (99, 5)\n",
      "Shuffled and rotated shape: (98, 5)\n",
      "Processed 21/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 22/1100 files\n",
      "Original shape: (121, 5)\n",
      "Shuffled and rotated shape: (120, 5)\n",
      "Processed 23/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 24/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 25/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 26/1100 files\n",
      "Original shape: (99, 5)\n",
      "Shuffled and rotated shape: (98, 5)\n",
      "Processed 27/1100 files\n",
      "Original shape: (65, 5)\n",
      "Shuffled and rotated shape: (64, 5)\n",
      "Processed 28/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 29/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 30/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 31/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 32/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 33/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 34/1100 files\n",
      "Original shape: (103, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 35/1100 files\n",
      "Original shape: (103, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 36/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 37/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 38/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 39/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 40/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 41/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 42/1100 files\n",
      "Original shape: (96, 5)\n",
      "Shuffled and rotated shape: (96, 5)\n",
      "Processed 43/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 44/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 45/1100 files\n",
      "Original shape: (99, 5)\n",
      "Shuffled and rotated shape: (98, 5)\n",
      "Processed 46/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 47/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 48/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 49/1100 files\n",
      "Original shape: (103, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 50/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 51/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 52/1100 files\n",
      "Original shape: (121, 5)\n",
      "Shuffled and rotated shape: (120, 5)\n",
      "Processed 53/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 54/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 55/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 56/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 57/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 58/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 59/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 60/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 61/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 62/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 63/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 64/1100 files\n",
      "Original shape: (189, 5)\n",
      "Shuffled and rotated shape: (188, 5)\n",
      "Processed 65/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 66/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 67/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 68/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 69/1100 files\n",
      "Original shape: (189, 5)\n",
      "Shuffled and rotated shape: (188, 5)\n",
      "Processed 70/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 71/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 72/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 73/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 74/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 75/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 76/1100 files\n",
      "Original shape: (203, 5)\n",
      "Shuffled and rotated shape: (202, 5)\n",
      "Processed 77/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 78/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 79/1100 files\n",
      "Original shape: (171, 5)\n",
      "Shuffled and rotated shape: (170, 5)\n",
      "Processed 80/1100 files\n",
      "Original shape: (203, 5)\n",
      "Shuffled and rotated shape: (202, 5)\n",
      "Processed 81/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 82/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 83/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 84/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 85/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 86/1100 files\n",
      "Original shape: (203, 5)\n",
      "Shuffled and rotated shape: (202, 5)\n",
      "Processed 87/1100 files\n",
      "Original shape: (171, 5)\n",
      "Shuffled and rotated shape: (170, 5)\n",
      "Processed 88/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 89/1100 files\n",
      "Original shape: (189, 5)\n",
      "Shuffled and rotated shape: (188, 5)\n",
      "Processed 90/1100 files\n",
      "Original shape: (189, 5)\n",
      "Shuffled and rotated shape: (188, 5)\n",
      "Processed 91/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 92/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 93/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 94/1100 files\n",
      "Original shape: (171, 5)\n",
      "Shuffled and rotated shape: (170, 5)\n",
      "Processed 95/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 96/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 97/1100 files\n",
      "Original shape: (171, 5)\n",
      "Shuffled and rotated shape: (170, 5)\n",
      "Processed 98/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 99/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 100/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 101/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 102/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 103/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 104/1100 files\n",
      "Original shape: (203, 5)\n",
      "Shuffled and rotated shape: (202, 5)\n",
      "Processed 105/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 106/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 107/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 108/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 109/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 110/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 111/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 112/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 113/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 114/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 115/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 116/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 117/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 118/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 119/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 120/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 121/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 122/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 123/1100 files\n",
      "Original shape: (132, 5)\n",
      "Shuffled and rotated shape: (132, 5)\n",
      "Processed 124/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 125/1100 files\n",
      "Original shape: (132, 5)\n",
      "Shuffled and rotated shape: (132, 5)\n",
      "Processed 126/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 127/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 128/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 129/1100 files\n",
      "Original shape: (145, 5)\n",
      "Shuffled and rotated shape: (144, 5)\n",
      "Processed 130/1100 files\n",
      "Original shape: (132, 5)\n",
      "Shuffled and rotated shape: (132, 5)\n",
      "Processed 131/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 132/1100 files\n",
      "Original shape: (132, 5)\n",
      "Shuffled and rotated shape: (132, 5)\n",
      "Processed 133/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 134/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 135/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 136/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 137/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 138/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 139/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 140/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 141/1100 files\n",
      "Original shape: (108, 5)\n",
      "Shuffled and rotated shape: (108, 5)\n",
      "Processed 142/1100 files\n",
      "Original shape: (145, 5)\n",
      "Shuffled and rotated shape: (144, 5)\n",
      "Processed 143/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 144/1100 files\n",
      "Original shape: (108, 5)\n",
      "Shuffled and rotated shape: (108, 5)\n",
      "Processed 145/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 146/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 147/1100 files\n",
      "Original shape: (108, 5)\n",
      "Shuffled and rotated shape: (108, 5)\n",
      "Processed 148/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 149/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 150/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 151/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 152/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 153/1100 files\n",
      "Original shape: (145, 5)\n",
      "Shuffled and rotated shape: (144, 5)\n",
      "Processed 154/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 155/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 156/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 157/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 158/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 159/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 160/1100 files\n",
      "Original shape: (145, 5)\n",
      "Shuffled and rotated shape: (144, 5)\n",
      "Processed 161/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 162/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 163/1100 files\n",
      "Original shape: (108, 5)\n",
      "Shuffled and rotated shape: (108, 5)\n",
      "Processed 164/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 165/1100 files\n",
      "Original shape: (117, 5)\n",
      "Shuffled and rotated shape: (116, 5)\n",
      "Processed 166/1100 files\n",
      "Original shape: (101, 5)\n",
      "Shuffled and rotated shape: (100, 5)\n",
      "Processed 167/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 168/1100 files\n",
      "Original shape: (110, 5)\n",
      "Shuffled and rotated shape: (110, 5)\n",
      "Processed 169/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 170/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 171/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 172/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 173/1100 files\n",
      "Original shape: (113, 5)\n",
      "Shuffled and rotated shape: (112, 5)\n",
      "Processed 174/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 175/1100 files\n",
      "Original shape: (110, 5)\n",
      "Shuffled and rotated shape: (110, 5)\n",
      "Processed 176/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 177/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 178/1100 files\n",
      "Original shape: (101, 5)\n",
      "Shuffled and rotated shape: (100, 5)\n",
      "Processed 179/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 180/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 181/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 182/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 183/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 184/1100 files\n",
      "Original shape: (113, 5)\n",
      "Shuffled and rotated shape: (112, 5)\n",
      "Processed 185/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 186/1100 files\n",
      "Original shape: (113, 5)\n",
      "Shuffled and rotated shape: (112, 5)\n",
      "Processed 187/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 188/1100 files\n",
      "Original shape: (101, 5)\n",
      "Shuffled and rotated shape: (100, 5)\n",
      "Processed 189/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 190/1100 files\n",
      "Original shape: (104, 5)\n",
      "Shuffled and rotated shape: (104, 5)\n",
      "Processed 191/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 192/1100 files\n",
      "Original shape: (110, 5)\n",
      "Shuffled and rotated shape: (110, 5)\n",
      "Processed 193/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 194/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 195/1100 files\n",
      "Original shape: (113, 5)\n",
      "Shuffled and rotated shape: (112, 5)\n",
      "Processed 196/1100 files\n",
      "Original shape: (104, 5)\n",
      "Shuffled and rotated shape: (104, 5)\n",
      "Processed 197/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 198/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 199/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 200/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 201/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 202/1100 files\n",
      "Original shape: (117, 5)\n",
      "Shuffled and rotated shape: (116, 5)\n",
      "Processed 203/1100 files\n",
      "Original shape: (117, 5)\n",
      "Shuffled and rotated shape: (116, 5)\n",
      "Processed 204/1100 files\n",
      "Original shape: (117, 5)\n",
      "Shuffled and rotated shape: (116, 5)\n",
      "Processed 205/1100 files\n",
      "Original shape: (110, 5)\n",
      "Shuffled and rotated shape: (110, 5)\n",
      "Processed 206/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 207/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 208/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 209/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 210/1100 files\n",
      "Original shape: (104, 5)\n",
      "Shuffled and rotated shape: (104, 5)\n",
      "Processed 211/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 212/1100 files\n",
      "Original shape: (101, 5)\n",
      "Shuffled and rotated shape: (100, 5)\n",
      "Processed 213/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 214/1100 files\n",
      "Original shape: (104, 5)\n",
      "Shuffled and rotated shape: (104, 5)\n",
      "Processed 215/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 216/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 217/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 218/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 219/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 220/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 221/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 222/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 223/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 224/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 225/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 226/1100 files\n",
      "Original shape: (144, 5)\n",
      "Shuffled and rotated shape: (144, 5)\n",
      "Processed 227/1100 files\n",
      "Original shape: (190, 5)\n",
      "Shuffled and rotated shape: (190, 5)\n",
      "Processed 228/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 229/1100 files\n",
      "Original shape: (138, 5)\n",
      "Shuffled and rotated shape: (138, 5)\n",
      "Processed 230/1100 files\n",
      "Original shape: (173, 5)\n",
      "Shuffled and rotated shape: (172, 5)\n",
      "Processed 231/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 232/1100 files\n",
      "Original shape: (144, 5)\n",
      "Shuffled and rotated shape: (144, 5)\n",
      "Processed 233/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 234/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 235/1100 files\n",
      "Original shape: (144, 5)\n",
      "Shuffled and rotated shape: (144, 5)\n",
      "Processed 236/1100 files\n",
      "Original shape: (190, 5)\n",
      "Shuffled and rotated shape: (190, 5)\n",
      "Processed 237/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 238/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 239/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 240/1100 files\n",
      "Original shape: (138, 5)\n",
      "Shuffled and rotated shape: (138, 5)\n",
      "Processed 241/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 242/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 243/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 244/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 245/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 246/1100 files\n",
      "Original shape: (173, 5)\n",
      "Shuffled and rotated shape: (172, 5)\n",
      "Processed 247/1100 files\n",
      "Original shape: (138, 5)\n",
      "Shuffled and rotated shape: (138, 5)\n",
      "Processed 248/1100 files\n",
      "Original shape: (165, 5)\n",
      "Shuffled and rotated shape: (164, 5)\n",
      "Processed 249/1100 files\n",
      "Original shape: (190, 5)\n",
      "Shuffled and rotated shape: (190, 5)\n",
      "Processed 250/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 251/1100 files\n",
      "Original shape: (165, 5)\n",
      "Shuffled and rotated shape: (164, 5)\n",
      "Processed 252/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 253/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 254/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 255/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 256/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 257/1100 files\n",
      "Original shape: (138, 5)\n",
      "Shuffled and rotated shape: (138, 5)\n",
      "Processed 258/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 259/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 260/1100 files\n",
      "Original shape: (190, 5)\n",
      "Shuffled and rotated shape: (190, 5)\n",
      "Processed 261/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 262/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 263/1100 files\n",
      "Original shape: (144, 5)\n",
      "Shuffled and rotated shape: (144, 5)\n",
      "Processed 264/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 265/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 266/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 267/1100 files\n",
      "Original shape: (165, 5)\n",
      "Shuffled and rotated shape: (164, 5)\n",
      "Processed 268/1100 files\n",
      "Original shape: (165, 5)\n",
      "Shuffled and rotated shape: (164, 5)\n",
      "Processed 269/1100 files\n",
      "Original shape: (173, 5)\n",
      "Shuffled and rotated shape: (172, 5)\n",
      "Processed 270/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 271/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 272/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 273/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 274/1100 files\n",
      "Original shape: (173, 5)\n",
      "Shuffled and rotated shape: (172, 5)\n",
      "Processed 275/1100 files\n",
      "Original shape: (57, 5)\n",
      "Shuffled and rotated shape: (56, 5)\n",
      "Processed 276/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 277/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 278/1100 files\n",
      "Original shape: (57, 5)\n",
      "Shuffled and rotated shape: (56, 5)\n",
      "Processed 279/1100 files\n",
      "Original shape: (57, 5)\n",
      "Shuffled and rotated shape: (56, 5)\n",
      "Processed 280/1100 files\n",
      "Original shape: (57, 5)\n",
      "Shuffled and rotated shape: (56, 5)\n",
      "Processed 281/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 282/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 283/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 284/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 285/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 286/1100 files\n",
      "Original shape: (137, 5)\n",
      "Shuffled and rotated shape: (136, 5)\n",
      "Processed 287/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 288/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 289/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 290/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 291/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 292/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 293/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 294/1100 files\n",
      "Original shape: (108, 5)\n",
      "Shuffled and rotated shape: (108, 5)\n",
      "Processed 295/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 296/1100 files\n",
      "Original shape: (137, 5)\n",
      "Shuffled and rotated shape: (136, 5)\n",
      "Processed 297/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 298/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 299/1100 files\n",
      "Original shape: (108, 5)\n",
      "Shuffled and rotated shape: (108, 5)\n",
      "Processed 300/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 301/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 302/1100 files\n",
      "Original shape: (108, 5)\n",
      "Shuffled and rotated shape: (108, 5)\n",
      "Processed 303/1100 files\n",
      "Original shape: (118, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 304/1100 files\n",
      "Original shape: (118, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 305/1100 files\n",
      "Original shape: (158, 5)\n",
      "Shuffled and rotated shape: (158, 5)\n",
      "Processed 306/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 307/1100 files\n",
      "Original shape: (158, 5)\n",
      "Shuffled and rotated shape: (158, 5)\n",
      "Processed 308/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 309/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 310/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 311/1100 files\n",
      "Original shape: (108, 5)\n",
      "Shuffled and rotated shape: (108, 5)\n",
      "Processed 312/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 313/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 314/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 315/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 316/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 317/1100 files\n",
      "Original shape: (158, 5)\n",
      "Shuffled and rotated shape: (158, 5)\n",
      "Processed 318/1100 files\n",
      "Original shape: (118, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 319/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 320/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 321/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 322/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 323/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 324/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 325/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 326/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 327/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 328/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 329/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 330/1100 files\n",
      "Original shape: (118, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 331/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 332/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 333/1100 files\n",
      "Original shape: (158, 5)\n",
      "Shuffled and rotated shape: (158, 5)\n",
      "Processed 334/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 335/1100 files\n",
      "Original shape: (137, 5)\n",
      "Shuffled and rotated shape: (136, 5)\n",
      "Processed 336/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 337/1100 files\n",
      "Original shape: (137, 5)\n",
      "Shuffled and rotated shape: (136, 5)\n",
      "Processed 338/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 339/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 340/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 341/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 342/1100 files\n",
      "Original shape: (137, 5)\n",
      "Shuffled and rotated shape: (136, 5)\n",
      "Processed 343/1100 files\n",
      "Original shape: (98, 5)\n",
      "Shuffled and rotated shape: (98, 5)\n",
      "Processed 344/1100 files\n",
      "Original shape: (137, 5)\n",
      "Shuffled and rotated shape: (136, 5)\n",
      "Processed 345/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 346/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 347/1100 files\n",
      "Original shape: (119, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 348/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 349/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 350/1100 files\n",
      "Original shape: (98, 5)\n",
      "Shuffled and rotated shape: (98, 5)\n",
      "Processed 351/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 352/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 353/1100 files\n",
      "Original shape: (119, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 354/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 355/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 356/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 357/1100 files\n",
      "Original shape: (98, 5)\n",
      "Shuffled and rotated shape: (98, 5)\n",
      "Processed 358/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 359/1100 files\n",
      "Original shape: (98, 5)\n",
      "Shuffled and rotated shape: (98, 5)\n",
      "Processed 360/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 361/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 362/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 363/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 364/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 365/1100 files\n",
      "Original shape: (76, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 366/1100 files\n",
      "Original shape: (137, 5)\n",
      "Shuffled and rotated shape: (136, 5)\n",
      "Processed 367/1100 files\n",
      "Original shape: (119, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 368/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 369/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 370/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 371/1100 files\n",
      "Original shape: (76, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 372/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 373/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 374/1100 files\n",
      "Original shape: (119, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 375/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 376/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 377/1100 files\n",
      "Original shape: (76, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 378/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 379/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 380/1100 files\n",
      "Original shape: (137, 5)\n",
      "Shuffled and rotated shape: (136, 5)\n",
      "Processed 381/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 382/1100 files\n",
      "Original shape: (76, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 383/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 384/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 385/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 386/1100 files\n",
      "Original shape: (68, 5)\n",
      "Shuffled and rotated shape: (68, 5)\n",
      "Processed 387/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 388/1100 files\n",
      "Original shape: (177, 5)\n",
      "Shuffled and rotated shape: (176, 5)\n",
      "Processed 389/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 390/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 391/1100 files\n",
      "Original shape: (135, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 392/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 393/1100 files\n",
      "Original shape: (210, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 394/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 395/1100 files\n",
      "Original shape: (177, 5)\n",
      "Shuffled and rotated shape: (176, 5)\n",
      "Processed 396/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 397/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 398/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 399/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 400/1100 files\n",
      "Original shape: (210, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 401/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 402/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 403/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 404/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 405/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 406/1100 files\n",
      "Original shape: (210, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 407/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 408/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 409/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 410/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 411/1100 files\n",
      "Original shape: (135, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 412/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 413/1100 files\n",
      "Original shape: (210, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 414/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 415/1100 files\n",
      "Original shape: (135, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 416/1100 files\n",
      "Original shape: (68, 5)\n",
      "Shuffled and rotated shape: (68, 5)\n",
      "Processed 417/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 418/1100 files\n",
      "Original shape: (177, 5)\n",
      "Shuffled and rotated shape: (176, 5)\n",
      "Processed 419/1100 files\n",
      "Original shape: (68, 5)\n",
      "Shuffled and rotated shape: (68, 5)\n",
      "Processed 420/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 421/1100 files\n",
      "Original shape: (135, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 422/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 423/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 424/1100 files\n",
      "Original shape: (177, 5)\n",
      "Shuffled and rotated shape: (176, 5)\n",
      "Processed 425/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 426/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 427/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 428/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 429/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 430/1100 files\n",
      "Original shape: (68, 5)\n",
      "Shuffled and rotated shape: (68, 5)\n",
      "Processed 431/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 432/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 433/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 434/1100 files\n",
      "Original shape: (211, 5)\n",
      "Shuffled and rotated shape: (210, 5)\n",
      "Processed 435/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 436/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 437/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 438/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 439/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 440/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 441/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 442/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 443/1100 files\n",
      "Original shape: (25, 5)\n",
      "Shuffled and rotated shape: (24, 5)\n",
      "Processed 444/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 445/1100 files\n",
      "Original shape: (82, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 446/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 447/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 448/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 449/1100 files\n",
      "Original shape: (82, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 450/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 451/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 452/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 453/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 454/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 455/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 456/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 457/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 458/1100 files\n",
      "Original shape: (82, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 459/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 460/1100 files\n",
      "Original shape: (25, 5)\n",
      "Shuffled and rotated shape: (24, 5)\n",
      "Processed 461/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 462/1100 files\n",
      "Original shape: (49, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 463/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 464/1100 files\n",
      "Original shape: (25, 5)\n",
      "Shuffled and rotated shape: (24, 5)\n",
      "Processed 465/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 466/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 467/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 468/1100 files\n",
      "Original shape: (25, 5)\n",
      "Shuffled and rotated shape: (24, 5)\n",
      "Processed 469/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 470/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 471/1100 files\n",
      "Original shape: (82, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 472/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 473/1100 files\n",
      "Original shape: (49, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 474/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 475/1100 files\n",
      "Original shape: (82, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 476/1100 files\n",
      "Original shape: (82, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 477/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 478/1100 files\n",
      "Original shape: (82, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 479/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 480/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 481/1100 files\n",
      "Original shape: (82, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 482/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 483/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 484/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 485/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 486/1100 files\n",
      "Original shape: (49, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 487/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 488/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 489/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 490/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 491/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 492/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 493/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 494/1100 files\n",
      "Original shape: (49, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 495/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 496/1100 files\n",
      "Original shape: (72, 5)\n",
      "Shuffled and rotated shape: (72, 5)\n",
      "Processed 497/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 498/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 499/1100 files\n",
      "Original shape: (74, 5)\n",
      "Shuffled and rotated shape: (74, 5)\n",
      "Processed 500/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 501/1100 files\n",
      "Original shape: (102, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 502/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 503/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 504/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 505/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 506/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 507/1100 files\n",
      "Original shape: (102, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 508/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 509/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 510/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 511/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 512/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 513/1100 files\n",
      "Original shape: (79, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 514/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 515/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 516/1100 files\n",
      "Original shape: (102, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 517/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 518/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 519/1100 files\n",
      "Original shape: (72, 5)\n",
      "Shuffled and rotated shape: (72, 5)\n",
      "Processed 520/1100 files\n",
      "Original shape: (74, 5)\n",
      "Shuffled and rotated shape: (74, 5)\n",
      "Processed 521/1100 files\n",
      "Original shape: (74, 5)\n",
      "Shuffled and rotated shape: (74, 5)\n",
      "Processed 522/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 523/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 524/1100 files\n",
      "Original shape: (79, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 525/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 526/1100 files\n",
      "Original shape: (79, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 527/1100 files\n",
      "Original shape: (102, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 528/1100 files\n",
      "Original shape: (94, 5)\n",
      "Shuffled and rotated shape: (94, 5)\n",
      "Processed 529/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 530/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 531/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 532/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 533/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 534/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 535/1100 files\n",
      "Original shape: (94, 5)\n",
      "Shuffled and rotated shape: (94, 5)\n",
      "Processed 536/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 537/1100 files\n",
      "Original shape: (72, 5)\n",
      "Shuffled and rotated shape: (72, 5)\n",
      "Processed 538/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 539/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 540/1100 files\n",
      "Original shape: (94, 5)\n",
      "Shuffled and rotated shape: (94, 5)\n",
      "Processed 541/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 542/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 543/1100 files\n",
      "Original shape: (74, 5)\n",
      "Shuffled and rotated shape: (74, 5)\n",
      "Processed 544/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 545/1100 files\n",
      "Original shape: (94, 5)\n",
      "Shuffled and rotated shape: (94, 5)\n",
      "Processed 546/1100 files\n",
      "Original shape: (72, 5)\n",
      "Shuffled and rotated shape: (72, 5)\n",
      "Processed 547/1100 files\n",
      "Original shape: (79, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 548/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 549/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 550/1100 files\n",
      "Original shape: (55, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 551/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 552/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 553/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 554/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 555/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 556/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 557/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 558/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 559/1100 files\n",
      "Original shape: (55, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 560/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 561/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 562/1100 files\n",
      "Original shape: (55, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 563/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 564/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 565/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 566/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 567/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 568/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 569/1100 files\n",
      "Original shape: (85, 5)\n",
      "Shuffled and rotated shape: (84, 5)\n",
      "Processed 570/1100 files\n",
      "Original shape: (85, 5)\n",
      "Shuffled and rotated shape: (84, 5)\n",
      "Processed 571/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 572/1100 files\n",
      "Original shape: (85, 5)\n",
      "Shuffled and rotated shape: (84, 5)\n",
      "Processed 573/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 574/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 575/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 576/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 577/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 578/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 579/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 580/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 581/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 582/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 583/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 584/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 585/1100 files\n",
      "Original shape: (78, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 586/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 587/1100 files\n",
      "Original shape: (78, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 588/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 589/1100 files\n",
      "Original shape: (78, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 590/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 591/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 592/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 593/1100 files\n",
      "Original shape: (78, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 594/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 595/1100 files\n",
      "Original shape: (55, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 596/1100 files\n",
      "Original shape: (85, 5)\n",
      "Shuffled and rotated shape: (84, 5)\n",
      "Processed 597/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 598/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 599/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 600/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 601/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 602/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 603/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 604/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 605/1100 files\n",
      "Original shape: (81, 5)\n",
      "Shuffled and rotated shape: (80, 5)\n",
      "Processed 606/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 607/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 608/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 609/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 610/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 611/1100 files\n",
      "Original shape: (77, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 612/1100 files\n",
      "Original shape: (78, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 613/1100 files\n",
      "Original shape: (78, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 614/1100 files\n",
      "Original shape: (81, 5)\n",
      "Shuffled and rotated shape: (80, 5)\n",
      "Processed 615/1100 files\n",
      "Original shape: (126, 5)\n",
      "Shuffled and rotated shape: (126, 5)\n",
      "Processed 616/1100 files\n",
      "Original shape: (78, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 617/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 618/1100 files\n",
      "Original shape: (77, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 619/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 620/1100 files\n",
      "Original shape: (77, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 621/1100 files\n",
      "Original shape: (81, 5)\n",
      "Shuffled and rotated shape: (80, 5)\n",
      "Processed 622/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 623/1100 files\n",
      "Original shape: (126, 5)\n",
      "Shuffled and rotated shape: (126, 5)\n",
      "Processed 624/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 625/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 626/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 627/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 628/1100 files\n",
      "Original shape: (81, 5)\n",
      "Shuffled and rotated shape: (80, 5)\n",
      "Processed 629/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 630/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 631/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 632/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 633/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 634/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 635/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 636/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 637/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 638/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 639/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 640/1100 files\n",
      "Original shape: (78, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 641/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 642/1100 files\n",
      "Original shape: (126, 5)\n",
      "Shuffled and rotated shape: (126, 5)\n",
      "Processed 643/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 644/1100 files\n",
      "Original shape: (77, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 645/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 646/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 647/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 648/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 649/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 650/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 651/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 652/1100 files\n",
      "Original shape: (126, 5)\n",
      "Shuffled and rotated shape: (126, 5)\n",
      "Processed 653/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 654/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 655/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 656/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 657/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 658/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 659/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 660/1100 files\n",
      "Original shape: (50, 5)\n",
      "Shuffled and rotated shape: (50, 5)\n",
      "Processed 661/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 662/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 663/1100 files\n",
      "Original shape: (48, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 664/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 665/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 666/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 667/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 668/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 669/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 670/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 671/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 672/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 673/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 674/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 675/1100 files\n",
      "Original shape: (48, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 676/1100 files\n",
      "Original shape: (48, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 677/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 678/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 679/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 680/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 681/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 682/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 683/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 684/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 685/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 686/1100 files\n",
      "Original shape: (50, 5)\n",
      "Shuffled and rotated shape: (50, 5)\n",
      "Processed 687/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 688/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 689/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 690/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 691/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 692/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 693/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 694/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 695/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 696/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 697/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 698/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 699/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 700/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 701/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 702/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 703/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 704/1100 files\n",
      "Original shape: (50, 5)\n",
      "Shuffled and rotated shape: (50, 5)\n",
      "Processed 705/1100 files\n",
      "Original shape: (50, 5)\n",
      "Shuffled and rotated shape: (50, 5)\n",
      "Processed 706/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 707/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 708/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 709/1100 files\n",
      "Original shape: (48, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 710/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 711/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 712/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 713/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 714/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 715/1100 files\n",
      "Original shape: (61, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 716/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 717/1100 files\n",
      "Original shape: (42, 5)\n",
      "Shuffled and rotated shape: (42, 5)\n",
      "Processed 718/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 719/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 720/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 721/1100 files\n",
      "Original shape: (53, 5)\n",
      "Shuffled and rotated shape: (52, 5)\n",
      "Processed 722/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 723/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 724/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 725/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 726/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 727/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 728/1100 files\n",
      "Original shape: (42, 5)\n",
      "Shuffled and rotated shape: (42, 5)\n",
      "Processed 729/1100 files\n",
      "Original shape: (61, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 730/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 731/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 732/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 733/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 734/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 735/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 736/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 737/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 738/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 739/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 740/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 741/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 742/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 743/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 744/1100 files\n",
      "Original shape: (61, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 745/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 746/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 747/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 748/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 749/1100 files\n",
      "Original shape: (53, 5)\n",
      "Shuffled and rotated shape: (52, 5)\n",
      "Processed 750/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 751/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 752/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 753/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 754/1100 files\n",
      "Original shape: (53, 5)\n",
      "Shuffled and rotated shape: (52, 5)\n",
      "Processed 755/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 756/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 757/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 758/1100 files\n",
      "Original shape: (42, 5)\n",
      "Shuffled and rotated shape: (42, 5)\n",
      "Processed 759/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 760/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 761/1100 files\n",
      "Original shape: (53, 5)\n",
      "Shuffled and rotated shape: (52, 5)\n",
      "Processed 762/1100 files\n",
      "Original shape: (60, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 763/1100 files\n",
      "Original shape: (61, 5)\n",
      "Shuffled and rotated shape: (60, 5)\n",
      "Processed 764/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 765/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 766/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 767/1100 files\n",
      "Original shape: (42, 5)\n",
      "Shuffled and rotated shape: (42, 5)\n",
      "Processed 768/1100 files\n",
      "Original shape: (58, 5)\n",
      "Shuffled and rotated shape: (58, 5)\n",
      "Processed 769/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 770/1100 files\n",
      "Original shape: (53, 5)\n",
      "Shuffled and rotated shape: (52, 5)\n",
      "Processed 771/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 772/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 773/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 774/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 775/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 776/1100 files\n",
      "Original shape: (53, 5)\n",
      "Shuffled and rotated shape: (52, 5)\n",
      "Processed 777/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 778/1100 files\n",
      "Original shape: (55, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 779/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 780/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 781/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 782/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 783/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 784/1100 files\n",
      "Original shape: (55, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 785/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 786/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 787/1100 files\n",
      "Original shape: (53, 5)\n",
      "Shuffled and rotated shape: (52, 5)\n",
      "Processed 788/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 789/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 790/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 791/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 792/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 793/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 794/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 795/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 796/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 797/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 798/1100 files\n",
      "Original shape: (50, 5)\n",
      "Shuffled and rotated shape: (50, 5)\n",
      "Processed 799/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 800/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 801/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 802/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 803/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 804/1100 files\n",
      "Original shape: (50, 5)\n",
      "Shuffled and rotated shape: (50, 5)\n",
      "Processed 805/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 806/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 807/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 808/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 809/1100 files\n",
      "Original shape: (50, 5)\n",
      "Shuffled and rotated shape: (50, 5)\n",
      "Processed 810/1100 files\n",
      "Original shape: (53, 5)\n",
      "Shuffled and rotated shape: (52, 5)\n",
      "Processed 811/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 812/1100 files\n",
      "Original shape: (50, 5)\n",
      "Shuffled and rotated shape: (50, 5)\n",
      "Processed 813/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 814/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 815/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 816/1100 files\n",
      "Original shape: (55, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 817/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 818/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 819/1100 files\n",
      "Original shape: (55, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 820/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 821/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 822/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 823/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 824/1100 files\n",
      "Original shape: (54, 5)\n",
      "Shuffled and rotated shape: (54, 5)\n",
      "Processed 825/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 826/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 827/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 828/1100 files\n",
      "Original shape: (46, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 829/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 830/1100 files\n",
      "Original shape: (49, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 831/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 832/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 833/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 834/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 835/1100 files\n",
      "Original shape: (49, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 836/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 837/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 838/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 839/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 840/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 841/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 842/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 843/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 844/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 845/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 846/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 847/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 848/1100 files\n",
      "Original shape: (49, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 849/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 850/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 851/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 852/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 853/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 854/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 855/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 856/1100 files\n",
      "Original shape: (57, 5)\n",
      "Shuffled and rotated shape: (56, 5)\n",
      "Processed 857/1100 files\n",
      "Original shape: (57, 5)\n",
      "Shuffled and rotated shape: (56, 5)\n",
      "Processed 858/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 859/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 860/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 861/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 862/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 863/1100 files\n",
      "Original shape: (46, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 864/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 865/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 866/1100 files\n",
      "Original shape: (49, 5)\n",
      "Shuffled and rotated shape: (48, 5)\n",
      "Processed 867/1100 files\n",
      "Original shape: (46, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 868/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 869/1100 files\n",
      "Original shape: (57, 5)\n",
      "Shuffled and rotated shape: (56, 5)\n",
      "Processed 870/1100 files\n",
      "Original shape: (47, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 871/1100 files\n",
      "Original shape: (57, 5)\n",
      "Shuffled and rotated shape: (56, 5)\n",
      "Processed 872/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 873/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 874/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 875/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 876/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 877/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 878/1100 files\n",
      "Original shape: (46, 5)\n",
      "Shuffled and rotated shape: (46, 5)\n",
      "Processed 879/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 880/1100 files\n",
      "Original shape: (96, 5)\n",
      "Shuffled and rotated shape: (96, 5)\n",
      "Processed 881/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 882/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 883/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 884/1100 files\n",
      "Original shape: (76, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 885/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 886/1100 files\n",
      "Original shape: (76, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 887/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 888/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 889/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 890/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 891/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 892/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 893/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 894/1100 files\n",
      "Original shape: (87, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 895/1100 files\n",
      "Original shape: (87, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 896/1100 files\n",
      "Original shape: (93, 5)\n",
      "Shuffled and rotated shape: (92, 5)\n",
      "Processed 897/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 898/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 899/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 900/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 901/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 902/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 903/1100 files\n",
      "Original shape: (93, 5)\n",
      "Shuffled and rotated shape: (92, 5)\n",
      "Processed 904/1100 files\n",
      "Original shape: (96, 5)\n",
      "Shuffled and rotated shape: (96, 5)\n",
      "Processed 905/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 906/1100 files\n",
      "Original shape: (77, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 907/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 908/1100 files\n",
      "Original shape: (77, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 909/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 910/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 911/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 912/1100 files\n",
      "Original shape: (96, 5)\n",
      "Shuffled and rotated shape: (96, 5)\n",
      "Processed 913/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 914/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 915/1100 files\n",
      "Original shape: (96, 5)\n",
      "Shuffled and rotated shape: (96, 5)\n",
      "Processed 916/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 917/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 918/1100 files\n",
      "Original shape: (77, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 919/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 920/1100 files\n",
      "Original shape: (76, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 921/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 922/1100 files\n",
      "Original shape: (76, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 923/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 924/1100 files\n",
      "Original shape: (93, 5)\n",
      "Shuffled and rotated shape: (92, 5)\n",
      "Processed 925/1100 files\n",
      "Original shape: (93, 5)\n",
      "Shuffled and rotated shape: (92, 5)\n",
      "Processed 926/1100 files\n",
      "Original shape: (87, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 927/1100 files\n",
      "Original shape: (77, 5)\n",
      "Shuffled and rotated shape: (76, 5)\n",
      "Processed 928/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 929/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 930/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 931/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 932/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 933/1100 files\n",
      "Original shape: (87, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 934/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 935/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 936/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 937/1100 files\n",
      "Original shape: (80, 5)\n",
      "Shuffled and rotated shape: (80, 5)\n",
      "Processed 938/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 939/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 940/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 941/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 942/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 943/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 944/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 945/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 946/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 947/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 948/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 949/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 950/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 951/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 952/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 953/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 954/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 955/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 956/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 957/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 958/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 959/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 960/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 961/1100 files\n",
      "Original shape: (102, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 962/1100 files\n",
      "Original shape: (102, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 963/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 964/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 965/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 966/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 967/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 968/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 969/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 970/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 971/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 972/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 973/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 974/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 975/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 976/1100 files\n",
      "Original shape: (83, 5)\n",
      "Shuffled and rotated shape: (82, 5)\n",
      "Processed 977/1100 files\n",
      "Original shape: (80, 5)\n",
      "Shuffled and rotated shape: (80, 5)\n",
      "Processed 978/1100 files\n",
      "Original shape: (80, 5)\n",
      "Shuffled and rotated shape: (80, 5)\n",
      "Processed 979/1100 files\n",
      "Original shape: (102, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 980/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 981/1100 files\n",
      "Original shape: (80, 5)\n",
      "Shuffled and rotated shape: (80, 5)\n",
      "Processed 982/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 983/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 984/1100 files\n",
      "Original shape: (102, 5)\n",
      "Shuffled and rotated shape: (102, 5)\n",
      "Processed 985/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 986/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 987/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 988/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 989/1100 files\n",
      "Original shape: (86, 5)\n",
      "Shuffled and rotated shape: (86, 5)\n",
      "Processed 990/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 991/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 992/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 993/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 994/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 995/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 996/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 997/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 998/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 999/1100 files\n",
      "Original shape: (79, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 1000/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1001/1100 files\n",
      "Original shape: (134, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1002/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1003/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1004/1100 files\n",
      "Original shape: (134, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1005/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1006/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 1007/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1008/1100 files\n",
      "Original shape: (79, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 1009/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1010/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1011/1100 files\n",
      "Original shape: (134, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1012/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1013/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1014/1100 files\n",
      "Original shape: (79, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 1015/1100 files\n",
      "Original shape: (134, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1016/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1017/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1018/1100 files\n",
      "Original shape: (138, 5)\n",
      "Shuffled and rotated shape: (138, 5)\n",
      "Processed 1019/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1020/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1021/1100 files\n",
      "Original shape: (134, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1022/1100 files\n",
      "Original shape: (134, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1023/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1024/1100 files\n",
      "Original shape: (138, 5)\n",
      "Shuffled and rotated shape: (138, 5)\n",
      "Processed 1025/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1026/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1027/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1028/1100 files\n",
      "Original shape: (105, 5)\n",
      "Shuffled and rotated shape: (104, 5)\n",
      "Processed 1029/1100 files\n",
      "Original shape: (134, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1030/1100 files\n",
      "Original shape: (105, 5)\n",
      "Shuffled and rotated shape: (104, 5)\n",
      "Processed 1031/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 1032/1100 files\n",
      "Original shape: (79, 5)\n",
      "Shuffled and rotated shape: (78, 5)\n",
      "Processed 1033/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1034/1100 files\n",
      "Original shape: (134, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1035/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1036/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1037/1100 files\n",
      "Original shape: (105, 5)\n",
      "Shuffled and rotated shape: (104, 5)\n",
      "Processed 1038/1100 files\n",
      "Original shape: (138, 5)\n",
      "Shuffled and rotated shape: (138, 5)\n",
      "Processed 1039/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1040/1100 files\n",
      "Original shape: (105, 5)\n",
      "Shuffled and rotated shape: (104, 5)\n",
      "Processed 1041/1100 files\n",
      "Original shape: (138, 5)\n",
      "Shuffled and rotated shape: (138, 5)\n",
      "Processed 1042/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 1043/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1044/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 1045/1100 files\n",
      "Original shape: (132, 5)\n",
      "Shuffled and rotated shape: (132, 5)\n",
      "Processed 1046/1100 files\n",
      "Original shape: (132, 5)\n",
      "Shuffled and rotated shape: (132, 5)\n",
      "Processed 1047/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 1048/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1049/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1050/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1051/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1052/1100 files\n",
      "Original shape: (112, 5)\n",
      "Shuffled and rotated shape: (112, 5)\n",
      "Processed 1053/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 1054/1100 files\n",
      "Original shape: (132, 5)\n",
      "Shuffled and rotated shape: (132, 5)\n",
      "Processed 1055/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1056/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1057/1100 files\n",
      "Original shape: (112, 5)\n",
      "Shuffled and rotated shape: (112, 5)\n",
      "Processed 1058/1100 files\n",
      "Original shape: (135, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1059/1100 files\n",
      "Original shape: (110, 5)\n",
      "Shuffled and rotated shape: (110, 5)\n",
      "Processed 1060/1100 files\n",
      "Original shape: (119, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 1061/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1062/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1063/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1064/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1065/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1066/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1067/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1068/1100 files\n",
      "Original shape: (110, 5)\n",
      "Shuffled and rotated shape: (110, 5)\n",
      "Processed 1069/1100 files\n",
      "Original shape: (135, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1070/1100 files\n",
      "Original shape: (110, 5)\n",
      "Shuffled and rotated shape: (110, 5)\n",
      "Processed 1071/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1072/1100 files\n",
      "Original shape: (132, 5)\n",
      "Shuffled and rotated shape: (132, 5)\n",
      "Processed 1073/1100 files\n",
      "Original shape: (135, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1074/1100 files\n",
      "Original shape: (112, 5)\n",
      "Shuffled and rotated shape: (112, 5)\n",
      "Processed 1075/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1076/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1077/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1078/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1079/1100 files\n",
      "Original shape: (119, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 1080/1100 files\n",
      "Original shape: (119, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 1081/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1082/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1083/1100 files\n",
      "Original shape: (112, 5)\n",
      "Shuffled and rotated shape: (112, 5)\n",
      "Processed 1084/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1085/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1086/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 1087/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1088/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 1089/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1090/1100 files\n",
      "Original shape: (224, 224, 3)\n",
      "Shuffled and rotated shape: (224, 224, 3)\n",
      "Processed 1091/1100 files\n",
      "Original shape: (224, 224)\n",
      "Shuffled and rotated shape: (224, 224)\n",
      "Processed 1092/1100 files\n",
      "Original shape: (135, 5)\n",
      "Shuffled and rotated shape: (134, 5)\n",
      "Processed 1093/1100 files\n",
      "Original shape: (119, 5)\n",
      "Shuffled and rotated shape: (118, 5)\n",
      "Processed 1094/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1095/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1096/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1097/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1098/1100 files\n",
      "Original shape: (224, 224, 6)\n",
      "Shuffled and rotated shape: (224, 224, 6)\n",
      "Processed 1099/1100 files\n",
      "Original shape: (110, 5)\n",
      "Shuffled and rotated shape: (110, 5)\n",
      "Processed 1100/1100 files\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import random\n",
    "import pathlib\n",
    "\n",
    "class Shuffler:\n",
    "    def __init__(self, array: np.ndarray) -> None:\n",
    "        self.original = array\n",
    "        self.shuffled = self.original.copy()\n",
    "        self.x = self.original.shape[1]\n",
    "        self.y = self.original.shape[0]\n",
    "        self._pieces = []\n",
    "\n",
    "    def _split(self, x: int, y: int, x_list: list, y_list: list) -> None:\n",
    "        if len(self._pieces) > 0:\n",
    "            self._pieces.clear()\n",
    "\n",
    "        for x_n, x_piece in enumerate(x_list):\n",
    "            for y_n, y_piece in enumerate(y_list):\n",
    "                self._pieces.append(\n",
    "                    self.original[y_n * y:y_piece, x_n * x:x_piece]\n",
    "                )\n",
    "\n",
    "    def _generate_image(self, cols: int) -> None:\n",
    "        chunks = [\n",
    "            np.vstack(chunk) for chunk in zip(*[iter(self._pieces)] * cols)\n",
    "        ]\n",
    "        self.shuffled = np.hstack(np.array(chunks, dtype=np.uint8))\n",
    "\n",
    "    def shuffle(self, matrix: tuple) -> np.ndarray:\n",
    "        print(f'Original shape: {self.original.shape}')\n",
    "        \n",
    "        x = int(self.x / matrix[0])\n",
    "        x_list = list(range(x, self.x + 1, x))\n",
    "\n",
    "        y = int(self.y / matrix[1])\n",
    "        y_list = list(range(y, self.y + 1, y))\n",
    "\n",
    "        self._split(x, y, x_list, y_list)\n",
    "        random.shuffle(self._pieces)\n",
    "\n",
    "        self._generate_image(matrix[1])\n",
    "        \n",
    "        print(f'Shuffled shape: {self.shuffled.shape}')\n",
    "        return self.shuffled\n",
    "\n",
    "    def split_and_shuffle(self, t: int, direction: str) -> np.ndarray:\n",
    "        print(f'Original shape: {self.original.shape}')\n",
    "        \n",
    "        if direction == 'h':\n",
    "            y = int(self.y / (t + 1))\n",
    "            y_list = list(range(y, self.y + 1, y))\n",
    "            x_list = [self.x]\n",
    "            self._split(self.x, y, x_list, y_list)\n",
    "        elif direction == 'v':\n",
    "            x = int(self.x / (t + 1))\n",
    "            x_list = list(range(x, self.x + 1, x))\n",
    "            y_list = [self.y]\n",
    "            self._split(x, self.y, x_list, y_list)\n",
    "        else:\n",
    "            raise ValueError(\"Direction must be 'h' for horizontal or 'v' for vertical\")\n",
    "\n",
    "        # Keep one part in the original position and rotate the others by 180n degrees\n",
    "        keep_index = random.randint(0, t)\n",
    "        for i in range(len(self._pieces)):\n",
    "            if i != keep_index:\n",
    "                n = random.choice([1,2])\n",
    "                self._pieces[i] = np.rot90(self._pieces[i], k=2*n)\n",
    "\n",
    "        if direction == 'h':\n",
    "            self.shuffled = np.vstack(self._pieces)\n",
    "        elif direction == 'v':\n",
    "            self.shuffled = np.hstack(self._pieces)\n",
    "\n",
    "        print(f'Shuffled and rotated shape: {self.shuffled.shape}')\n",
    "        return self.shuffled\n",
    "\n",
    "def shuffle_npy_files(src_folder: str, dst_folder: str, matrix: tuple, split_params: tuple = None) -> None:\n",
    "    total_files = sum([len(files) for r, d, files in os.walk(src_folder) if any(f.endswith('.npy') for f in files)])\n",
    "    processed_files = 0\n",
    "\n",
    "    for root, _, files in os.walk(src_folder):\n",
    "        for file in files:\n",
    "            if file.endswith('.npy'):\n",
    "                src_file_path = os.path.join(root, file)\n",
    "                dst_file_path = os.path.join(\n",
    "                    dst_folder,\n",
    "                    os.path.relpath(root, src_folder),\n",
    "                    file\n",
    "                )\n",
    "                os.makedirs(os.path.dirname(dst_file_path), exist_ok=True)\n",
    "\n",
    "                array = np.load(src_file_path)\n",
    "                shuffler = Shuffler(array)\n",
    "                if split_params:\n",
    "                    shuffled_array = shuffler.split_and_shuffle(*split_params)\n",
    "                else:\n",
    "                    shuffled_array = shuffler.shuffle(matrix)\n",
    "                np.save(dst_file_path, shuffled_array)\n",
    "\n",
    "                processed_files += 1\n",
    "                print(f'Processed {processed_files}/{total_files} files')\n",
    "\n",
    "src_folder = 'data/top_5_compressed'\n",
    "dst_folder = 'data_shuffle/top_5_compressed'\n",
    "matrix = (4, 4)\n",
    "split_params = (1, 'h')  # Example: split into 2 equal parts horizontally and shuffle\n",
    "\n",
    "shuffle_npy_files(src_folder, dst_folder, matrix, split_params)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import cv2 as cv\n",
    "import os\n",
    "\n",
    "def npy_to_png(npy_file: str, png_file: str) -> None:\n",
    "    # Load the .npy file\n",
    "    array = np.load(npy_file)\n",
    "    \n",
    "    # Select the first three channels\n",
    "    if array.shape[2] >= 3:\n",
    "        array = array[:, :, :3]\n",
    "    else:\n",
    "        raise ValueError(\"The array does not have enough channels to select 3.\")\n",
    "\n",
    "    # Normalize the array to the range 0-255\n",
    "    normalized_array = cv.normalize(array, None, 0, 255, cv.NORM_MINMAX)\n",
    "    \n",
    "    # Convert to uint8\n",
    "    uint8_array = normalized_array.astype(np.uint8)\n",
    "    \n",
    "    # Ensure the directory exists\n",
    "    #os.makedirs(os.path.dirname(png_file), exist_ok=True)\n",
    "    \n",
    "    # Remove the file if it exists\n",
    "    if os.path.exists(png_file):\n",
    "        os.remove(png_file)\n",
    "    \n",
    "    # Save as .png file\n",
    "    cv.imwrite(png_file, uint8_array)\n",
    "    print(f'Saved {png_file}')\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved original_chair_RGB.png\n"
     ]
    }
   ],
   "source": [
    "npy_file = 'data/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'\n",
    "#npy_file = 'data_shuffle/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'\n",
    "png_file = 'original_chair_RGB.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved shuffle_chair_RGB_1splith.png\n"
     ]
    }
   ],
   "source": [
    "#npy_file = 'data/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'\n",
    "npy_file = 'data_shuffle_1split_h_keepsrandom/data_shuffle/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'\n",
    "png_file = 'shuffle_chair_RGB_1splith.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved shuffle_chair_RGB_1splitv.png\n"
     ]
    }
   ],
   "source": [
    "#npy_file = 'data/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'\n",
    "npy_file = 'data_shuffle_1split_v_keepsrandom/data_shuffle/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'\n",
    "png_file = 'shuffle_chair_RGB_1splitv.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved shuffle_chair_RGB_1splitv1splith.png\n"
     ]
    }
   ],
   "source": [
    "#npy_file = 'data/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'\n",
    "npy_file = 'data_shuffle_1splith_1splitv_random/data_shuffle/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'\n",
    "png_file = 'shuffle_chair_RGB_1splitv1splith.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved original_figurine_RGB.png\n"
     ]
    }
   ],
   "source": [
    "npy_file = 'data/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'\n",
    "#npy_file = 'data_shuffle/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'\n",
    "png_file = 'original_figurine_RGB.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved shuffle_figurine_RGB_1splith.png\n"
     ]
    }
   ],
   "source": [
    "#npy_file = 'data/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'\n",
    "npy_file = 'data_shuffle_1split_h_keepsrandom/data_shuffle/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'\n",
    "png_file = 'shuffle_figurine_RGB_1splith.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved shuffle_figurine_RGB_1splitv.png\n"
     ]
    }
   ],
   "source": [
    "#npy_file = 'data/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'\n",
    "npy_file = 'data_shuffle_1split_v_keepsrandom/data_shuffle/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'\n",
    "png_file = 'shuffle_figurine_RGB_1splitv.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved shuffle_figurine_RGB_1splitv1splith.png\n"
     ]
    }
   ],
   "source": [
    "#npy_file = 'data/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'\n",
    "npy_file = 'data_shuffle_1splith_1splitv_random/data_shuffle/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'\n",
    "png_file = 'shuffle_figurine_RGB_1splitv1splith.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved shuffle_lamp_RGB_1splith.png\n"
     ]
    }
   ],
   "source": [
    "#npy_file = 'data/top_5_compressed/test/Lamp/12aa829de18f4e6ad5cb6d178687b980/0_12aa829de18f4e6ad5cb6d178687b980_RGB.npy'\n",
    "npy_file = 'data_shuffle_1split_h_keepsrandom/data_shuffle/top_5_compressed/test/Lamp/12aa829de18f4e6ad5cb6d178687b980/0_12aa829de18f4e6ad5cb6d178687b980_RGB.npy'\n",
    "png_file = 'shuffle_lamp_RGB_1splith.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved shuffle_lamp_RGB_1splitv.png\n"
     ]
    }
   ],
   "source": [
    "npy_file = 'data_shuffle_1split_v_keepsrandom/data_shuffle/top_5_compressed/test/Lamp/12aa829de18f4e6ad5cb6d178687b980/0_12aa829de18f4e6ad5cb6d178687b980_RGB.npy'\n",
    "png_file = 'shuffle_lamp_RGB_1splitv.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved shuffle_lamp_RGB_1splitv1splith.png\n"
     ]
    }
   ],
   "source": [
    "npy_file = 'data_shuffle_1splith_1splitv_random/data_shuffle/top_5_compressed/test/Lamp/12aa829de18f4e6ad5cb6d178687b980/0_12aa829de18f4e6ad5cb6d178687b980_RGB.npy'\n",
    "png_file = 'shuffle_lamp_RGB_1splitv1splith.png'\n",
    "npy_to_png(npy_file, png_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "array = np.load(npy_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(222, 224, 3)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "array.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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