import os
import numpy as np
import random
import pathlib

class Shuffler:
    def __init__(self, array: np.ndarray) -> None:
        self.original = array
        self.shuffled = self.original.copy()
        self.x = self.original.shape[1]
        self.y = self.original.shape[0]
        self._pieces = []

    def _split(self, x: int, y: int, x_list: list, y_list: list) -> None:
        if len(self._pieces) > 0:
            self._pieces.clear()

        for x_n, x_piece in enumerate(x_list):
            for y_n, y_piece in enumerate(y_list):
                self._pieces.append(
                    self.original[y_n * y:y_piece, x_n * x:x_piece]
                )

    def _generate_image(self, cols: int) -> None:
        chunks = [
            np.vstack(chunk) for chunk in zip(*[iter(self._pieces)] * cols)
        ]
        self.shuffled = np.hstack(np.array(chunks, dtype=np.uint8))

    def shuffle(self, matrix: tuple) -> np.ndarray:
        print(f'Original shape: {self.original.shape}')
        
        x = int(self.x / matrix[0])
        x_list = list(range(x, self.x + 1, x))

        y = int(self.y / matrix[1])
        y_list = list(range(y, self.y + 1, y))

        self._split(x, y, x_list, y_list)
        random.shuffle(self._pieces)

        self._generate_image(matrix[1])
        
        print(f'Shuffled shape: {self.shuffled.shape}')
        return self.shuffled

    def split_and_shuffle(self, t: int, direction: str) -> np.ndarray:
        print(f'Original shape: {self.original.shape}')
        
        if direction == 'h':
            y = int(self.y / (t + 1))
            y_list = list(range(y, self.y + 1, y))
            x_list = [self.x]
            self._split(self.x, y, x_list, y_list)
        elif direction == 'v':
            x = int(self.x / (t + 1))
            x_list = list(range(x, self.x + 1, x))
            y_list = [self.y]
            self._split(x, self.y, x_list, y_list)
        else:
            raise ValueError("Direction must be 'h' for horizontal or 'v' for vertical")

        # Keep one part in the original position and rotate the others by 180n degrees
        keep_index = random.randint(0, t)
        for i in range(len(self._pieces)):
            if i != keep_index:
                n = random.choice([1,2])
                self._pieces[i] = np.rot90(self._pieces[i], k=2*n)

        if direction == 'h':
            self.shuffled = np.vstack(self._pieces)
        elif direction == 'v':
            self.shuffled = np.hstack(self._pieces)

        print(f'Shuffled and rotated shape: {self.shuffled.shape}')
        return self.shuffled

def shuffle_npy_files(src_folder: str, dst_folder: str, matrix: tuple, split_params: tuple = None) -> None:
    total_files = sum([len(files) for r, d, files in os.walk(src_folder) if any(f.endswith('.npy') for f in files)])
    processed_files = 0

    for root, _, files in os.walk(src_folder):
        for file in files:
            if file.endswith('.npy'):
                src_file_path = os.path.join(root, file)
                dst_file_path = os.path.join(
                    dst_folder,
                    os.path.relpath(root, src_folder),
                    file
                )
                os.makedirs(os.path.dirname(dst_file_path), exist_ok=True)

                array = np.load(src_file_path)
                shuffler = Shuffler(array)
                if split_params:
                    shuffled_array = shuffler.split_and_shuffle(*split_params)
                else:
                    shuffled_array = shuffler.shuffle(matrix)
                np.save(dst_file_path, shuffled_array)

                processed_files += 1
                print(f'Processed {processed_files}/{total_files} files')

src_folder = 'data/top_5_compressed'
dst_folder = 'data_shuffle/top_5_compressed'
matrix = (4, 4)
split_params = (1, 'h')  # Example: split into 2 equal parts horizontally and shuffle

shuffle_npy_files(src_folder, dst_folder, matrix, split_params)

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

import numpy as np
import cv2 as cv
import os

def npy_to_png(npy_file: str, png_file: str) -> None:
    # Load the .npy file
    array = np.load(npy_file)
    
    # Select the first three channels
    if array.shape[2] >= 3:
        array = array[:, :, :3]
    else:
        raise ValueError("The array does not have enough channels to select 3.")

    # Normalize the array to the range 0-255
    normalized_array = cv.normalize(array, None, 0, 255, cv.NORM_MINMAX)
    
    # Convert to uint8
    uint8_array = normalized_array.astype(np.uint8)
    
    # Ensure the directory exists
    #os.makedirs(os.path.dirname(png_file), exist_ok=True)
    
    # Remove the file if it exists
    if os.path.exists(png_file):
        os.remove(png_file)
    
    # Save as .png file
    cv.imwrite(png_file, uint8_array)
    print(f'Saved {png_file}')

npy_file = 'data/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'
#npy_file = 'data_shuffle/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'
png_file = 'original_chair_RGB.png'
npy_to_png(npy_file, png_file)

Saved original_chair_RGB.png

#npy_file = 'data/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'
npy_file = 'data_shuffle_1split_h_keepsrandom/data_shuffle/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'
png_file = 'shuffle_chair_RGB_1splith.png'
npy_to_png(npy_file, png_file)

Saved shuffle_chair_RGB_1splith.png

#npy_file = 'data/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'
npy_file = 'data_shuffle_1split_v_keepsrandom/data_shuffle/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'
png_file = 'shuffle_chair_RGB_1splitv.png'
npy_to_png(npy_file, png_file)

Saved shuffle_chair_RGB_1splitv.png

#npy_file = 'data/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'
npy_file = 'data_shuffle_1splith_1splitv_random/data_shuffle/top_5_compressed/test/Chair/16c39375ac34adf37d47168999f25fa0/4_16c39375ac34adf37d47168999f25fa0_RGB.npy'
png_file = 'shuffle_chair_RGB_1splitv1splith.png'
npy_to_png(npy_file, png_file)

Saved shuffle_chair_RGB_1splitv1splith.png

npy_file = 'data/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'
#npy_file = 'data_shuffle/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'
png_file = 'original_figurine_RGB.png'
npy_to_png(npy_file, png_file)

Saved original_figurine_RGB.png

#npy_file = 'data/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'
npy_file = 'data_shuffle_1split_h_keepsrandom/data_shuffle/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'
png_file = 'shuffle_figurine_RGB_1splith.png'
npy_to_png(npy_file, png_file)

Saved shuffle_figurine_RGB_1splith.png

#npy_file = 'data/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'
npy_file = 'data_shuffle_1split_v_keepsrandom/data_shuffle/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'
png_file = 'shuffle_figurine_RGB_1splitv.png'
npy_to_png(npy_file, png_file)

Saved shuffle_figurine_RGB_1splitv.png

#npy_file = 'data/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'
npy_file = 'data_shuffle_1splith_1splitv_random/data_shuffle/top_5_compressed/test/figurines/13ec920416ec5b7786d06929bacb135d/0_13ec920416ec5b7786d06929bacb135d_RGB.npy'
png_file = 'shuffle_figurine_RGB_1splitv1splith.png'
npy_to_png(npy_file, png_file)

Saved shuffle_figurine_RGB_1splitv1splith.png

#npy_file = 'data/top_5_compressed/test/Lamp/12aa829de18f4e6ad5cb6d178687b980/0_12aa829de18f4e6ad5cb6d178687b980_RGB.npy'
npy_file = 'data_shuffle_1split_h_keepsrandom/data_shuffle/top_5_compressed/test/Lamp/12aa829de18f4e6ad5cb6d178687b980/0_12aa829de18f4e6ad5cb6d178687b980_RGB.npy'
png_file = 'shuffle_lamp_RGB_1splith.png'
npy_to_png(npy_file, png_file)

Saved shuffle_lamp_RGB_1splith.png

npy_file = 'data_shuffle_1split_v_keepsrandom/data_shuffle/top_5_compressed/test/Lamp/12aa829de18f4e6ad5cb6d178687b980/0_12aa829de18f4e6ad5cb6d178687b980_RGB.npy'
png_file = 'shuffle_lamp_RGB_1splitv.png'
npy_to_png(npy_file, png_file)

Saved shuffle_lamp_RGB_1splitv.png

npy_file = 'data_shuffle_1splith_1splitv_random/data_shuffle/top_5_compressed/test/Lamp/12aa829de18f4e6ad5cb6d178687b980/0_12aa829de18f4e6ad5cb6d178687b980_RGB.npy'
png_file = 'shuffle_lamp_RGB_1splitv1splith.png'
npy_to_png(npy_file, png_file)

Saved shuffle_lamp_RGB_1splitv1splith.png

array = np.load(npy_file)

array.shape

(222, 224, 3)