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Runtime error
| import os | |
| os.system('pip install paddlepaddle') | |
| os.system('pip install paddleocr') | |
| from paddleocr import PaddleOCR, draw_ocr | |
| from PIL import Image | |
| import gradio as gr | |
| ocr = PaddleOCR(use_angle_cls=True, lang='en',use_gpu=False) | |
| torch.hub.download_url_to_file('https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/doc/imgs_en/254.jpg', 'receipt.jpg') | |
| def inference(img): | |
| img_path = img.name | |
| result = ocr.ocr(img_path, cls=True) | |
| 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. To use it, simply upload your image, or click one of the examples to load them. Read more at the links below.' | |
| article = "<p style='text-align: center'><a href='https://www.paddlepaddle.org.cn/hub/scene/ocr'>Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）</a> | <a href='https://github.com/PaddlePaddle/PaddleOCR'>Github Repo</a></p>" | |
| examples = [['receipt.jpg']] | |
| gr.Interface( | |
| inference, | |
| gr.inputs.Image(type='file', label='Input'), | |
| gr.outputs.Image(type='file', label='Output'), | |
| title=title, | |
| description=description, | |
| article=article, | |
| examples=examples | |
| ).launch(debug=True) | |