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Create app.py
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app.py
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import gradio as gr
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import pytesseract
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from pdf2image import convert_from_bytes
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import os
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def ocr_marathi_from_pdf(pdf_file):
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# Convert PDF to images
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images = convert_from_bytes(pdf_file.read())
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# Perform OCR on each page
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all_text = []
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for img in images:
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text = pytesseract.image_to_string(img, lang='mar')
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all_text.append(text)
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# Join all pages
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full_text = "\n".join(all_text)
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return full_text
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iface = gr.Interface(
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fn=ocr_marathi_from_pdf,
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inputs=gr.inputs.File(label="Upload PDF"),
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outputs="text",
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title="Marathi OCR"
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)
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if __name__ == "__main__":
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iface.launch()
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