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| # Install Tesseract and the pytesseract library | |
| # Import necessary libraries | |
| from PIL import Image | |
| import pytesseract | |
| import gradio as gr | |
| # Define a function to extract text from an image | |
| def extract_text_from_image(image_path): | |
| try: | |
| # Open the image file | |
| img = Image.open(image_path) | |
| # Use Tesseract to extract text | |
| text = pytesseract.image_to_string(img) | |
| return text | |
| except Exception as e: | |
| return str(e) | |
| # Define Gradio interface | |
| iface = gr.Interface( | |
| fn=extract_text_from_image, | |
| inputs=gr.Image(type="file", label="Upload an image"), | |
| outputs="text" | |
| ) | |
| # Launch Gradio interface | |
| iface.launch(share=True) | |