| from paddleocr import PaddleOCR, draw_ocr | |
| from PIL import Image | |
| import gradio as gr | |
| lang_list = ['ch', 'en', 'fr', 'german', 'korean', 'japan'] | |
| ocr_dict = {lang: PaddleOCR(lang=lang, use_angle_cls=True, use_gpu=False) for lang in lang_list} | |
| def inference(img, lang): | |
| ocr = ocr_dict[lang] | |
| img_path = img | |
| result = ocr.ocr(img_path, cls=True)[0] | |
| image = Image.open(img_path).convert('RGB') | |
| boxes = [line[0] for line in result] | |
| txts = [line[1][0] for line in result] | |
| scores = [line[1][1] for line in result] | |
| im_show = draw_ocr(image, boxes, txts, scores, | |
| font_path='./simfang.ttf') | |
| im_show = Image.fromarray(im_show) | |
| im_show.save('result.jpg') | |
| return 'result.jpg' | |
| title = 'PaddleOCR' | |
| description = ''' | |
| - Gradio demo for PaddleOCR. PaddleOCR demo supports Chinese, English, French, German, Korean and Japanese. | |
| - To use it, simply upload your image and choose a language from the dropdown menu, or click one of the examples to load them. Read more at the links below. | |
| - [Docs](https://paddlepaddle.github.io/PaddleOCR/), [Github Repository](https://github.com/PaddlePaddle/PaddleOCR). | |
| ''' | |
| examples = [ | |
| ['en_example.jpg','en'], | |
| ['cn_example.jpg','ch'], | |
| ['jp_example.jpg','japan'], | |
| ] | |
| css = ".output_image, .input_image {height: 40rem !important; width: 100% !important;}" | |
| gr.Interface( | |
| inference, | |
| [ | |
| gr.Image(type='filepath', label='Input'), | |
| gr.Dropdown(choices=lang_list, value='en', label='language') | |
| ], | |
| gr.Image(type='filepath', label='Output'), | |
| title=title, | |
| description=description, | |
| examples=examples, | |
| css=css | |
| ).launch(debug=False) | |