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Update app.py
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app.py
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@@ -349,9 +349,9 @@ with gr.Blocks(css=custom_css) as demo:
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"""
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# 📄 Document Forgery Detection
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Upload a document image or PDF to detect and classify forgeries using deep learning. The system combines MobileNetV3-UNet for precise localization and LightGBM for classification, identifying Copy-Move, Splicing, and Text Substitution manipulations with detailed confidence scores and bounding boxes. Trained on 140K samples for robust performance.
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---
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"""
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)
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with gr.Row():
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with gr.Column(scale=1):
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"""
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# 📄 Document Forgery Detection
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Upload a document image or PDF to detect and classify forgeries using deep learning. The system combines MobileNetV3-UNet for precise localization and LightGBM for classification, identifying Copy-Move, Splicing, and Text Substitution manipulations with detailed confidence scores and bounding boxes. Trained on 140K samples for robust performance.
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"""
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)
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gr.Markdown("---")
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with gr.Row():
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with gr.Column(scale=1):
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