paddleocr_text_detection_recognition_with_result_visualization.py

1from paddleocr import PaddleOCR, draw_ocr
2
3# Paddleocr supports Chinese, English, French, German, Korean and Japanese.
4# You can set the parameter `lang` as `ch`, `en`, `fr`, `german`, `korean`, `japan`
5# to switch the language model in order.
6ocr = PaddleOCR(use_angle_cls=True, lang='en') # need to run only once to download and load model into memory
7img_path = 'PaddleOCR/doc/imgs_en/img_12.jpg'
8result = ocr.ocr(img_path, cls=True)
9for line in result:
10    print(line)
11
12# draw result
13from PIL import Image
14result = result[0]
15image = Image.open(img_path).convert('RGB')
16boxes = [line[0] for line in result]
17txts = [line[1][0] for line in result]
18scores = [line[1][1] for line in result]
19im_show = draw_ocr(image, boxes, txts, scores, font_path='/path/to/PaddleOCR/doc/fonts/simfang.ttf')
20im_show = Image.fromarray(im_show)
21im_show.save('result.jpg')