qurator-spk/sbb_pixelwise_segmentation
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Code Issues Releases Wiki Activity

binarization as a separate task of segmentation

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vahidrezanezhad 2024-06-11 17:48:30 +02:00
parent 41a0e15e79
commit 2aa216e388
2 changed files with 9 additions and 8 deletions
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4
utils.py
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@ -309,7 +309,7 @@ def data_gen(img_folder, mask_folder, batch_size, input_height, input_width, n_c
interpolation=cv2.INTER_NEAREST) # Read an image from folder and resize
img[i - c] = train_img # add to array - img[0], img[1], and so on.
if task == "segmentation":
if task == "segmentation" or task=="binarization":
train_mask = cv2.imread(mask_folder + '/' + filename + '.png')
train_mask = get_one_hot(resize_image(train_mask, input_height, input_width), input_height, input_width,
n_classes)
@ -569,7 +569,7 @@ def provide_patches(imgs_list_train, segs_list_train, dir_img, dir_seg, dir_flow
indexer = 0
for im, seg_i in tqdm(zip(imgs_list_train, segs_list_train)):
img_name = im.split('.')[0]
if task == "segmentation":
if task == "segmentation" or task == "binarization":
dir_of_label_file = os.path.join(dir_seg, img_name + '.png')
elif task=="enhancement":
dir_of_label_file = os.path.join(dir_seg, im)