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madhavkotecha
commited on
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•
a066c85
1
Parent(s):
b7dfd46
Update app.py
Browse files
app.py
CHANGED
@@ -186,8 +186,8 @@ interface = gr.Interface(
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inputs=gr.Image(type="pil"), # Expect an image input
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outputs=[
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gr.Image(type="pil", label="Bounding Box Image"),
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gr.Textbox(label="Extracted Text"),
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gr.Textbox(label="Post Processed Text"),
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],
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title="OCR Pipeline with YOLO, TrOCR and Roberta",
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description="Upload an image to detect text regions with YOLO, merge bounding boxes, and extract text using TrOCR which is then preprocessed with Roberta for contextual understanding.",
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@@ -195,4 +195,4 @@ interface = gr.Interface(
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# Launch the interface
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if __name__ == "__main__":
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interface.launch()
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inputs=gr.Image(type="pil"), # Expect an image input
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outputs=[
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gr.Image(type="pil", label="Bounding Box Image"),
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gr.Textbox(label="Extracted Text (Custom trained YOLO Object Detection + TrOCR Vision Transformer)"),
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gr.Textbox(label="Post Processed Text (BLEU score based filtering + Roberta contextual understanding)"),
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],
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title="OCR Pipeline with YOLO, TrOCR and Roberta",
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description="Upload an image to detect text regions with YOLO, merge bounding boxes, and extract text using TrOCR which is then preprocessed with Roberta for contextual understanding.",
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# Launch the interface
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if __name__ == "__main__":
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interface.launch(share=True)
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