import pytesseract from PIL import Image import gradio as gr def tesseract_ocr(filepath, languages): image = Image.open(filepath) return pytesseract.image_to_string(image=image, lang=', '.join(languages)) title = "Tesseract OCR" description = "Gradio demo for Tesseract. Tesseract is an open source text recognition (OCR) Engine." article = "

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" examples = [ ['examples/eurotext.png', ['eng']], ['examples/tesseract_sample.png', ['jpn', 'eng']], ['examples/chi.jpg', ['HanS', 'HanT']] ] choices = pytesseract.get_languages() demo = gr.Interface( fn=tesseract_ocr, inputs=[ gr.Image(type="filepath", label="Input"), gr.CheckboxGroup(choices*40, type="value", value=['eng'], label='language') ], outputs='text', title=title, description=description, article=article, examples=examples, ) if __name__ == '__main__': demo.launch(server_port=7861, enable_queue=True)