qurator-spk/sbb_pixelwise_segmentation
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printspace_as_class_in_layout is integrated. Printspace can be defined as a class for layout segmentation

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vahidrezanezhad 2024-07-16 18:29:27 +02:00
parent 647a3f8cc4
commit 55f3cb9a84
1 changed files with 24 additions and 2 deletions
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24
gt_gen_utils.py
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@ -154,7 +154,7 @@ def get_images_of_ground_truth(gt_list, dir_in, output_dir, output_type, config_
x_new = columns_width_dict[str(num_col)]
y_new = int ( x_new * (y_len / float(x_len)) )
if printspace:
if printspace or "printspace_as_class_in_layout" in list(config_params.keys()):
region_tags = np.unique([x for x in alltags if x.endswith('PrintSpace') or x.endswith('Border')])
co_use_case = []
@ -279,6 +279,7 @@ def get_images_of_ground_truth(gt_list, dir_in, output_dir, output_type, config_
if printspace and config_params['use_case']!='printspace':
img_poly = img_poly[bb_xywh[1]:bb_xywh[1]+bb_xywh[3], bb_xywh[0]:bb_xywh[0]+bb_xywh[2], :]
if 'columns_width' in list(config_params.keys()) and num_col and config_params['use_case']!='printspace':
img_poly = resize_image(img_poly, y_new, x_new)
@ -311,6 +312,10 @@ def get_images_of_ground_truth(gt_list, dir_in, output_dir, output_type, config_
artificial_class_label = config_params['artificial_class_label']
#values = config_params.values()
if "printspace_as_class_in_layout" in list(config_params.keys()):
printspace_class_rgb_color = (125,125,255)
printspace_class_label = config_params['printspace_as_class_in_layout']
if 'textregions' in keys:
types_text_dict = config_params['textregions']
types_text = list(types_text_dict.keys())
@ -662,6 +667,15 @@ def get_images_of_ground_truth(gt_list, dir_in, output_dir, output_type, config_
img_poly[:,:,2][img_boundary[:,:]==1] = artificial_class_rgb_color[2]
if "printspace_as_class_in_layout" in list(config_params.keys()):
printspace_mask = np.zeros((img_poly.shape[0], img_poly.shape[1]))
printspace_mask[bb_xywh[1]:bb_xywh[1]+bb_xywh[3], bb_xywh[0]:bb_xywh[0]+bb_xywh[2]] = 1
img_poly[:,:,0][printspace_mask[:,:] == 0] = printspace_class_rgb_color[0]
img_poly[:,:,1][printspace_mask[:,:] == 0] = printspace_class_rgb_color[1]
img_poly[:,:,2][printspace_mask[:,:] == 0] = printspace_class_rgb_color[2]
elif output_type == '2d':
@ -710,6 +724,14 @@ def get_images_of_ground_truth(gt_list, dir_in, output_dir, output_type, config_
if "artificial_class_on_boundary" in keys:
img_poly[:,:][img_boundary[:,:]==1] = artificial_class_label
if "printspace_as_class_in_layout" in list(config_params.keys()):
printspace_mask = np.zeros((img_poly.shape[0], img_poly.shape[1]))
printspace_mask[bb_xywh[1]:bb_xywh[1]+bb_xywh[3], bb_xywh[0]:bb_xywh[0]+bb_xywh[2]] = 1
img_poly[:,:,0][printspace_mask[:,:] == 0] = printspace_class_label
img_poly[:,:,1][printspace_mask[:,:] == 0] = printspace_class_label
img_poly[:,:,2][printspace_mask[:,:] == 0] = printspace_class_label
if printspace: