The path is not written as I want. In my TRAIN_PATH, I have files 1, 2, 3, 4 inside each one I have two files, images (contain image tiff) and masks (contain mask png). I don't know how to get access to each image or mask I would be grateful for your help community
TRAIN_PATH = '/content/drive/MyDrive/PFE_MOHTICH/dataset/train'
TEST_PATH = '/content/drive/MyDrive/PFE_MOHTICH/dataset/test'
train_ids = next(os.walk(TRAIN_PATH))[1]
test_ids = next(os.walk(TEST_PATH))[1]
X_train = np.zeros((len(train_ids), IMG_HEIGHT, IMG_WIDTH, IMG_CHANNELS), dtype=np.uint8)
Y_train = np.zeros((len(train_ids), IMG_HEIGHT, IMG_WIDTH, 1), dtype=np.bool)
print('Resizing training images and masks')
for n, i in tqdm(enumerate(train_ids), total=len(train_ids)):
path = TRAIN_PATH + i
img = imread(path + '/images/' + i + '.tiff')[:,:,:IMG_CHANNELS]
img = resize(img, (IMG_HEIGHT, IMG_WIDTH), mode='constant', preserve_range=True)
X_train[n] = img #Fill empty X_train with values from img
mask = np.zeros((IMG_HEIGHT, IMG_WIDTH, 1), dtype=np.bool)
for mask_file in next(os.walk(path + '/masks/'))[2]:
mask_ = imread(path + '/masks/' + mask_file)
mask_ = np.expand_dims(resize(mask_, (IMG_HEIGHT, IMG_WIDTH), mode='constant',
preserve_range=True), axis=-1)
mask = np.maximum(mask, mask_)
Y_train[n] = mask
***************************ERROR**********************
0%| | 0/4 [00:00<?, ?it/s]Resizing training images and masks
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
<ipython-input-12-2ea116d05bcb> in <module>()
11 for n, i in tqdm(enumerate(train_ids), total=len(train_ids)):
12 path = TRAIN_PATH + i
---> 13 img = imread(path + '/images/' + i + '.tiff')[:,:,:IMG_CHANNELS]
14 img = resize(img, (IMG_HEIGHT, IMG_WIDTH), mode='constant', preserve_range=True)
15 X_train[n] = img #Fill empty X_train with values from img
5 frames
/usr/local/lib/python3.7/dist-packages/tifffile/tifffile.py in open(self)
9457 self._file = os.path.realpath(self._file)
9458 self._dir, self._name = os.path.split(self._file)
-> 9459 self._fh = open(self._file, self._mode)
9460 self._close = True
9461 if self._offset is None:
FileNotFoundError: [Errno 2] No such file or directory: '/content/drive/MyDrive/PFE_MOHTICH/dataset/train1/images/1.tiff'