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@ -2367,7 +2367,7 @@ class Eynollah:
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areas_cnt_text_parent = [area for area in areas_cnt_text if area > min_con_area]
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areas_cnt_text_parent = [area for area in areas_cnt_text if area > min_con_area]
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index_con_parents = np.argsort(areas_cnt_text_parent)
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index_con_parents = np.argsort(areas_cnt_text_parent)
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contours_only_text_parent = list(np.array(contours_only_text_parent)[index_con_parents])
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contours_only_text_parent = list(np.array(contours_only_text_parent, dtype=object)[index_con_parents])
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areas_cnt_text_parent = list(np.array(areas_cnt_text_parent)[index_con_parents])
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areas_cnt_text_parent = list(np.array(areas_cnt_text_parent)[index_con_parents])
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cx_bigest_big, cy_biggest_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest])
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cx_bigest_big, cy_biggest_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest])
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@ -2382,7 +2382,7 @@ class Eynollah:
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if len(areas_cnt_text_d)>0:
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if len(areas_cnt_text_d)>0:
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contours_biggest_d = contours_only_text_parent_d[np.argmax(areas_cnt_text_d)]
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contours_biggest_d = contours_only_text_parent_d[np.argmax(areas_cnt_text_d)]
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index_con_parents_d = np.argsort(areas_cnt_text_d)
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index_con_parents_d = np.argsort(areas_cnt_text_d)
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contours_only_text_parent_d = list(np.array(contours_only_text_parent_d)[index_con_parents_d])
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contours_only_text_parent_d = list(np.array(contours_only_text_parent_d, dtype=object)[index_con_parents_d])
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areas_cnt_text_d = list(np.array(areas_cnt_text_d)[index_con_parents_d])
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areas_cnt_text_d = list(np.array(areas_cnt_text_d)[index_con_parents_d])
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cx_bigest_d_big, cy_biggest_d_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest_d])
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cx_bigest_d_big, cy_biggest_d_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest_d])
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@ -2446,7 +2446,7 @@ class Eynollah:
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areas_cnt_text_parent = [area for area in areas_cnt_text if area > min_con_area]
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areas_cnt_text_parent = [area for area in areas_cnt_text if area > min_con_area]
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index_con_parents = np.argsort(areas_cnt_text_parent)
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index_con_parents = np.argsort(areas_cnt_text_parent)
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contours_only_text_parent = list(np.array(contours_only_text_parent)[index_con_parents])
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contours_only_text_parent = list(np.array(contours_only_text_parent, dtype=object)[index_con_parents])
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areas_cnt_text_parent = list(np.array(areas_cnt_text_parent)[index_con_parents])
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areas_cnt_text_parent = list(np.array(areas_cnt_text_parent)[index_con_parents])
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cx_bigest_big, cy_biggest_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest])
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cx_bigest_big, cy_biggest_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest])
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@ -2473,7 +2473,7 @@ class Eynollah:
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K.clear_session()
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K.clear_session()
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if self.full_layout:
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if self.full_layout:
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if np.abs(slope_deskew) >= SLOPE_THRESHOLD:
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if np.abs(slope_deskew) >= SLOPE_THRESHOLD:
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contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered)[index_by_text_par_con])
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contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered, dtype=object)[index_by_text_par_con])
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text_regions_p, contours_only_text_parent, contours_only_text_parent_h, all_box_coord, all_box_coord_h, all_found_texline_polygons, all_found_texline_polygons_h, slopes, slopes_h, contours_only_text_parent_d_ordered, contours_only_text_parent_h_d_ordered = check_any_text_region_in_model_one_is_main_or_header(text_regions_p, regions_fully, contours_only_text_parent, all_box_coord, all_found_texline_polygons, slopes, contours_only_text_parent_d_ordered)
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text_regions_p, contours_only_text_parent, contours_only_text_parent_h, all_box_coord, all_box_coord_h, all_found_texline_polygons, all_found_texline_polygons_h, slopes, slopes_h, contours_only_text_parent_d_ordered, contours_only_text_parent_h_d_ordered = check_any_text_region_in_model_one_is_main_or_header(text_regions_p, regions_fully, contours_only_text_parent, all_box_coord, all_found_texline_polygons, slopes, contours_only_text_parent_d_ordered)
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else:
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else:
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contours_only_text_parent_d_ordered = None
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contours_only_text_parent_d_ordered = None
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@ -2566,7 +2566,7 @@ class Eynollah:
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if np.abs(slope_deskew) < SLOPE_THRESHOLD:
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if np.abs(slope_deskew) < SLOPE_THRESHOLD:
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order_text_new, id_of_texts_tot = self.do_order_of_regions(contours_only_text_parent, contours_only_text_parent_h, boxes, textline_mask_tot)
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order_text_new, id_of_texts_tot = self.do_order_of_regions(contours_only_text_parent, contours_only_text_parent_h, boxes, textline_mask_tot)
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else:
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else:
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contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered)[index_by_text_par_con])
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contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered, dtype=object)[index_by_text_par_con])
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order_text_new, id_of_texts_tot = self.do_order_of_regions(contours_only_text_parent_d_ordered, contours_only_text_parent_h, boxes_d, textline_mask_tot_d)
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order_text_new, id_of_texts_tot = self.do_order_of_regions(contours_only_text_parent_d_ordered, contours_only_text_parent_h, boxes_d, textline_mask_tot_d)
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pcgts = self.writer.build_pagexml_no_full_layout(txt_con_org, page_coord, order_text_new, id_of_texts_tot, all_found_texline_polygons, all_box_coord, polygons_of_images, polygons_of_marginals, all_found_texline_polygons_marginals, all_box_coord_marginals, slopes, slopes_marginals, cont_page, polygons_lines_xml, contours_tables)
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pcgts = self.writer.build_pagexml_no_full_layout(txt_con_org, page_coord, order_text_new, id_of_texts_tot, all_found_texline_polygons, all_box_coord, polygons_of_images, polygons_of_marginals, all_found_texline_polygons_marginals, all_box_coord_marginals, slopes, slopes_marginals, cont_page, polygons_lines_xml, contours_tables)
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self.logger.info("Job done in %.1fs", time.time() - t0)
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self.logger.info("Job done in %.1fs", time.time() - t0)
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