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https://github.com/qurator-spk/sbb_pixelwise_segmentation.git
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adding degrading and brightness augmentation to no patches case training
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1 changed files with 17 additions and 0 deletions
17
utils.py
17
utils.py
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@ -597,6 +597,14 @@ def provide_patches(imgs_list_train, segs_list_train, dir_img, dir_seg, dir_flow
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cv2.imwrite(dir_flow_train_labels + '/img_' + str(indexer) + '.png',
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resize_image(cv2.imread(dir_of_label_file), input_height, input_width))
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indexer += 1
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if brightening:
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for factor in brightness:
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cv2.imwrite(dir_flow_train_imgs + '/img_' + str(indexer) + '.png',
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(resize_image(do_brightening(dir_img + '/' +im, factor), input_height, input_width)))
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cv2.imwrite(dir_flow_train_labels + '/img_' + str(indexer) + '.png',
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resize_image(cv2.imread(dir_of_label_file), input_height, input_width))
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indexer += 1
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if binarization:
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cv2.imwrite(dir_flow_train_imgs + '/img_' + str(indexer) + '.png',
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@ -606,6 +614,15 @@ def provide_patches(imgs_list_train, segs_list_train, dir_img, dir_seg, dir_flow
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resize_image(cv2.imread(dir_of_label_file), input_height, input_width))
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indexer += 1
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if degrading:
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for degrade_scale_ind in degrade_scales:
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cv2.imwrite(dir_flow_train_imgs + '/img_' + str(indexer) + '.png',
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(resize_image(do_degrading(cv2.imread(dir_img + '/' + im), degrade_scale_ind), input_height, input_width)))
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cv2.imwrite(dir_flow_train_labels + '/img_' + str(indexer) + '.png',
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resize_image(cv2.imread(dir_of_label_file), input_height, input_width))
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indexer += 1
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if patches:
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indexer = get_patches(dir_flow_train_imgs, dir_flow_train_labels,
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