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eynollah
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resolving issue #110 in a better way

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pull/138/head^2
vahidrezanezhad 4 months ago
parent 0f87974b0c
commit c3a4a1bba7
1 changed files with 37 additions and 24 deletions
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61
qurator/eynollah/eynollah.py
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@ -2357,7 +2357,6 @@ class Eynollah:
arg_text_con = [] arg_text_con = []
for ii in range(len(cx_text_only)): for ii in range(len(cx_text_only)):
for jj in range(len(boxes)): for jj in range(len(boxes)):
print(cx_text_only[ii],cy_text_only[ii],'markaz')
if cx_text_only[ii] >= boxes[jj][0] and cx_text_only[ii] < boxes[jj][1] and cy_text_only[ii] >= boxes[jj][2] and cy_text_only[ii] < boxes[jj][3]: # this is valid if the center of region identify in which box it is located if cx_text_only[ii] >= boxes[jj][0] and cx_text_only[ii] < boxes[jj][1] and cy_text_only[ii] >= boxes[jj][2] and cy_text_only[ii] < boxes[jj][3]: # this is valid if the center of region identify in which box it is located
arg_text_con.append(jj) arg_text_con.append(jj)
break break
@ -3624,6 +3623,9 @@ class Eynollah:
textline_contour[:,0] = textline_contour[:,0] + box_ind[2] textline_contour[:,0] = textline_contour[:,0] + box_ind[2]
textline_contour[:,1] = textline_contour[:,1] + box_ind[0] textline_contour[:,1] = textline_contour[:,1] + box_ind[0]
return textline_contour return textline_contour
def return_list_of_contours_with_desired_order(self, ls_cons, sorted_indexes):
return [ls_cons[sorted_indexes[index]] for index in range(len(sorted_indexes))]
def run(self): def run(self):
""" """
@ -3735,11 +3737,15 @@ class Eynollah:
contours_only_text_parent = [c for jz, c in enumerate(contours_only_text_parent) if areas_cnt_text[jz] > MIN_AREA_REGION] contours_only_text_parent = [c for jz, c in enumerate(contours_only_text_parent) if areas_cnt_text[jz] > MIN_AREA_REGION]
areas_cnt_text_parent = [area for area in areas_cnt_text if area > MIN_AREA_REGION] areas_cnt_text_parent = [area for area in areas_cnt_text if area > MIN_AREA_REGION]
index_con_parents = np.argsort(areas_cnt_text_parent) index_con_parents = np.argsort(areas_cnt_text_parent)
try:
contours_only_text_parent = list(np.array(contours_only_text_parent,dtype=object)[index_con_parents]) contours_only_text_parent = self.return_list_of_contours_with_desired_order(contours_only_text_parent, index_con_parents)
except:
contours_only_text_parent = list(np.array(contours_only_text_parent,dtype=np.int32)[index_con_parents]) ##try:
areas_cnt_text_parent = list(np.array(areas_cnt_text_parent)[index_con_parents]) ##contours_only_text_parent = list(np.array(contours_only_text_parent,dtype=object)[index_con_parents])
##except:
##contours_only_text_parent = list(np.array(contours_only_text_parent,dtype=np.int32)[index_con_parents])
##areas_cnt_text_parent = list(np.array(areas_cnt_text_parent)[index_con_parents])
areas_cnt_text_parent = self.return_list_of_contours_with_desired_order(areas_cnt_text_parent, index_con_parents)
cx_bigest_big, cy_biggest_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest]) cx_bigest_big, cy_biggest_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest])
cx_bigest, cy_biggest, _, _, _, _, _ = find_new_features_of_contours(contours_only_text_parent) cx_bigest, cy_biggest, _, _, _, _, _ = find_new_features_of_contours(contours_only_text_parent)
@ -3753,12 +3759,14 @@ class Eynollah:
if len(areas_cnt_text_d)>0: if len(areas_cnt_text_d)>0:
contours_biggest_d = contours_only_text_parent_d[np.argmax(areas_cnt_text_d)] contours_biggest_d = contours_only_text_parent_d[np.argmax(areas_cnt_text_d)]
index_con_parents_d = np.argsort(areas_cnt_text_d) index_con_parents_d = np.argsort(areas_cnt_text_d)
try: contours_only_text_parent_d = self.return_list_of_contours_with_desired_order(contours_only_text_parent_d, index_con_parents_d)
contours_only_text_parent_d = list(np.array(contours_only_text_parent_d,dtype=object)[index_con_parents_d]) #try:
except: #contours_only_text_parent_d = list(np.array(contours_only_text_parent_d,dtype=object)[index_con_parents_d])
contours_only_text_parent_d = list(np.array(contours_only_text_parent_d,dtype=np.int32)[index_con_parents_d]) #except:
#contours_only_text_parent_d = list(np.array(contours_only_text_parent_d,dtype=np.int32)[index_con_parents_d])
areas_cnt_text_d = list(np.array(areas_cnt_text_d)[index_con_parents_d]) #areas_cnt_text_d = list(np.array(areas_cnt_text_d)[index_con_parents_d])
areas_cnt_text_d = self.return_list_of_contours_with_desired_order(areas_cnt_text_d, index_con_parents_d)
cx_bigest_d_big, cy_biggest_d_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest_d]) cx_bigest_d_big, cy_biggest_d_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest_d])
cx_bigest_d, cy_biggest_d, _, _, _, _, _ = find_new_features_of_contours(contours_only_text_parent_d) cx_bigest_d, cy_biggest_d, _, _, _, _, _ = find_new_features_of_contours(contours_only_text_parent_d)
@ -3820,11 +3828,14 @@ class Eynollah:
areas_cnt_text_parent = [area for area in areas_cnt_text if area > MIN_AREA_REGION] areas_cnt_text_parent = [area for area in areas_cnt_text if area > MIN_AREA_REGION]
index_con_parents = np.argsort(areas_cnt_text_parent) index_con_parents = np.argsort(areas_cnt_text_parent)
try:
contours_only_text_parent = list(np.array(contours_only_text_parent,dtype=object)[index_con_parents]) contours_only_text_parent = self.return_list_of_contours_with_desired_order(contours_only_text_parent, index_con_parents)
except: #try:
contours_only_text_parent = list(np.array(contours_only_text_parent,dtype=np.int32)[index_con_parents]) #contours_only_text_parent = list(np.array(contours_only_text_parent,dtype=object)[index_con_parents])
areas_cnt_text_parent = list(np.array(areas_cnt_text_parent)[index_con_parents]) #except:
#contours_only_text_parent = list(np.array(contours_only_text_parent,dtype=np.int32)[index_con_parents])
#areas_cnt_text_parent = list(np.array(areas_cnt_text_parent)[index_con_parents])
areas_cnt_text_parent = self.return_list_of_contours_with_desired_order(areas_cnt_text_parent, index_con_parents)
cx_bigest_big, cy_biggest_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest]) cx_bigest_big, cy_biggest_big, _, _, _, _, _ = find_new_features_of_contours([contours_biggest])
cx_bigest, cy_biggest, _, _, _, _, _ = find_new_features_of_contours(contours_only_text_parent) cx_bigest, cy_biggest, _, _, _, _, _ = find_new_features_of_contours(contours_only_text_parent)
@ -3865,10 +3876,11 @@ class Eynollah:
#print("text region early 6 in %.1fs", time.time() - t0) #print("text region early 6 in %.1fs", time.time() - t0)
if self.full_layout: if self.full_layout:
if np.abs(slope_deskew) >= SLOPE_THRESHOLD: if np.abs(slope_deskew) >= SLOPE_THRESHOLD:
try: contours_only_text_parent_d_ordered = self.return_list_of_contours_with_desired_order(contours_only_text_parent_d_ordered, index_by_text_par_con)
contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered, dtype=np.int32)[index_by_text_par_con]) #try:
except: #contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered, dtype=np.int32)[index_by_text_par_con])
contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered, dtype=object)[index_by_text_par_con]) #except:
#contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered, dtype=object)[index_by_text_par_con])
if self.light_version: if self.light_version:
text_regions_p, contours_only_text_parent, contours_only_text_parent_h, all_box_coord, all_box_coord_h, all_found_textline_polygons, all_found_textline_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_light(text_regions_p, regions_fully, contours_only_text_parent, all_box_coord, all_found_textline_polygons, slopes, contours_only_text_parent_d_ordered) text_regions_p, contours_only_text_parent, contours_only_text_parent_h, all_box_coord, all_box_coord_h, all_found_textline_polygons, all_found_textline_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_light(text_regions_p, regions_fully, contours_only_text_parent, all_box_coord, all_found_textline_polygons, slopes, contours_only_text_parent_d_ordered)
else: else:
@ -3958,10 +3970,11 @@ class Eynollah:
if np.abs(slope_deskew) < SLOPE_THRESHOLD: if np.abs(slope_deskew) < SLOPE_THRESHOLD:
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) 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)
else: else:
try: contours_only_text_parent_d_ordered = self.return_list_of_contours_with_desired_order(contours_only_text_parent_d_ordered, index_by_text_par_con)
contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered, dtype=object)[index_by_text_par_con]) #try:
except: #contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered, dtype=object)[index_by_text_par_con])
contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered, dtype=np.int32)[index_by_text_par_con]) #except:
#contours_only_text_parent_d_ordered = list(np.array(contours_only_text_parent_d_ordered, dtype=np.int32)[index_by_text_par_con])
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) 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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