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| import gradio as gr, pytesseract, cv2, os | |
| def process(image: str, lang: str = 'eng') -> str: | |
| try: | |
| img = cv2.imread(image) | |
| gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) | |
| threshold_img = cv2.threshold(gray, 0, 255, cv2.THRESH_BINARY + cv2.THRESH_OTSU)[1] | |
| result = pytesseract.image_to_string(threshold_img, lang=lang) | |
| os.remove(image) | |
| return result | |
| except Exception as e: | |
| return str(e) | |
| langs = pytesseract.get_languages() | |
| interface = gr.Interface( | |
| process, | |
| [gr.Image(type="filepath"), gr.Dropdown(label="Select Language", choices=langs, type="value")], | |
| outputs="text" | |
| ) | |
| interface.launch() |