easyocr / utlis.py
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import re
import cv2
def read_custum_html(file_name):
with open(file_name) as f:
return f.read()
def get_lines(result):
lines_dict = {}
l=0
lines_dict[0]=[]
cord = result[0][0]
x_min, y_min = [int(min(idx)) for idx in zip(*cord)]
x_max, y_max = [int(max(idx)) for idx in zip(*cord)]
lines_dict[0].append([[x_max, y_min], result[0][1]])
y_min_prev = lines_dict[0][0][0][1]
for i in range(1, len(result)):
cord = result[i][0]
x_min, y_min = [int(min(idx)) for idx in zip(*cord)]
x_max, y_max = [int(max(idx)) for idx in zip(*cord)]
if y_min-y_min_prev<18:
lines_dict[l].append([[x_max, y_min], result[i][1]])
y_min_prev = y_min
else:
l= l+1
lines_dict[l]=[]
lines_dict[l].append([[x_max, y_min], result[i][1]])
y_min_prev = y_max
return lines_dict
def annotate_image(image, result):
for i in range(len(result)):
cord = result[i][0]
x_min, y_min = [int(min(idx)) for idx in zip(*cord)]
x_max, y_max = [int(max(idx)) for idx in zip(*cord)]
cv2.rectangle(image,(x_min,y_min),(x_max,y_max),(0,0,255),1)
return image
def arrange_words_in_line(lines_dict):
if isinstance(lines_dict, dict):
arranged_dict = {}
for key, values in lines_dict.items():
line = lines_dict[key]
sorted_line = sorted(line,key=lambda x:x[0][0], reverse=True)
arranged_dict[key] = sorted_line
return arranged_dict
else:
raise TypeError("The arg must be dict of lines")
def get_raw_text(result):
lines_dict = get_lines(result)
arranged_lines_dict = arrange_words_in_line(lines_dict)
text_list = []
for i in range(len(arranged_lines_dict.keys())):
for j in range (len(arranged_lines_dict[i])):
line_text = arranged_lines_dict[i][j][1]
text_list.append(line_text)
text_list.append('\n')
raw_text = ' '.join(text_list)
raw_text = replace_en_num(raw_text)
return raw_text
def replace_en_num(text):
text = re.sub("0", "\u0660", text)
text = re.sub("1", "\u0661", text)
text = re.sub("2", "\u0662", text)
text = re.sub("3", "\u0663", text)
text = re.sub("4", "\u0664", text)
text = re.sub("5", "\u0665", text)
text = re.sub("6", "\u0666", text)
text = re.sub("6", "\u0667", text)
text = re.sub("8", "\u0668", text)
text = re.sub("9", "\u0669", text)
return text