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@ -576,19 +576,14 @@ class eynollah:
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self.logger.debug("enter extract_page")
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self.logger.debug("enter extract_page")
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model_page, session_page = self.start_new_session_and_model(self.model_page_dir)
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model_page, session_page = self.start_new_session_and_model(self.model_page_dir)
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img = cv2.GaussianBlur(self.image, (5, 5), 0)
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img = cv2.GaussianBlur(self.image, (5, 5), 0)
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img_page_prediction = self.do_prediction(False, img, model_page)
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img_page_prediction = self.do_prediction(False, img, model_page)
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imgray = cv2.cvtColor(img_page_prediction, cv2.COLOR_BGR2GRAY)
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imgray = cv2.cvtColor(img_page_prediction, cv2.COLOR_BGR2GRAY)
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_, thresh = cv2.threshold(imgray, 0, 255, 0)
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_, thresh = cv2.threshold(imgray, 0, 255, 0)
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thresh = cv2.dilate(thresh, KERNEL, iterations=3)
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thresh = cv2.dilate(thresh, KERNEL, iterations=3)
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contours, _ = cv2.findContours(thresh, cv2.RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)
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contours, _ = cv2.findContours(thresh, cv2.RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)
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cnt_size = np.array([cv2.contourArea(contours[j]) for j in range(len(contours))])
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cnt_size = np.array([cv2.contourArea(contours[j]) for j in range(len(contours))])
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cnt = contours[np.argmax(cnt_size)]
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cnt = contours[np.argmax(cnt_size)]
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x, y, w, h = cv2.boundingRect(cnt)
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x, y, w, h = cv2.boundingRect(cnt)
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if x <= 30:
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if x <= 30:
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w += x
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w += x
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x = 0
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x = 0
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@ -602,9 +597,7 @@ class eynollah:
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box = [x, y, w, h]
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box = [x, y, w, h]
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croped_page, page_coord = crop_image_inside_box(box, self.image)
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croped_page, page_coord = crop_image_inside_box(box, self.image)
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self.cont_page.append(np.array([[page_coord[2], page_coord[0]], [page_coord[3], page_coord[0]], [page_coord[3], page_coord[1]], [page_coord[2], page_coord[1]]]))
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self.cont_page.append(np.array([[page_coord[2], page_coord[0]], [page_coord[3], page_coord[0]], [page_coord[3], page_coord[1]], [page_coord[2], page_coord[1]]]))
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session_page.close()
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session_page.close()
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K.clear_session()
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K.clear_session()
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@ -1071,19 +1064,17 @@ class eynollah:
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def calculate_page_coords(self):
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def calculate_page_coords(self):
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self.logger.debug('enter calculate_page_coords')
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self.logger.debug('enter calculate_page_coords')
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points_page_print = ""
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points_page_print = ""
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for lmm in range(len(self.cont_page[0])):
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for lmm, contour in enumerate(self.cont_page[0]):
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if len(self.cont_page[0][lmm]) == 2:
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if len(contour) == 2:
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points_page_print += str(int((self.cont_page[0][lmm][0] ) / self.scale_x))
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points_page_print += str(int((contour[0]) / self.scale_x))
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points_page_print += ','
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points_page_print += ','
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points_page_print += str(int((self.cont_page[0][lmm][1] ) / self.scale_y))
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points_page_print += str(int((contour[1]) / self.scale_y))
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else:
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else:
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points_page_print += str(int((self.cont_page[0][lmm][0][0]) / self.scale_x))
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points_page_print += str(int((contour[0][0]) / self.scale_x))
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points_page_print += ','
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points_page_print += ','
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points_page_print += str(int((self.cont_page[0][lmm][0][1] ) / self.scale_y))
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points_page_print += str(int((contour[0][1] ) / self.scale_y))
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if lmm < len( self.cont_page[0] ) - 1:
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points_page_print = points_page_print + ' '
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points_page_print = points_page_print + ' '
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return points_page_print
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return points_page_print[:-1]
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def xml_reading_order(self, page, order_of_texts, id_of_texts, id_of_marginalia, found_polygons_marginals):
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def xml_reading_order(self, page, order_of_texts, id_of_texts, id_of_marginalia, found_polygons_marginals):
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"""
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"""
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