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Update app.py
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app.py
CHANGED
@@ -65,15 +65,18 @@ def predict(image):
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label = "Real" if avg > 0.41 else "Fake"
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color = (0, 255, 0) if label == "Real" else (0, 0, 255)
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# Annotate image
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cv2.rectangle(output_image, (x, y), (x2, y2), color, 2)
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cv2.putText(output_image, f"{label} ({avg:.2f})", (x, y - 10),
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cv2.FONT_HERSHEY_SIMPLEX, 0.6, color, 2)
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results.append(
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return "\n".join(results), output_image
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# Gradio Interface
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interface = gr.Interface(
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fn=predict,
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label = "Real" if avg > 0.41 else "Fake"
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color = (0, 255, 0) if label == "Real" else (0, 0, 255)
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# Annotate image with % instead of raw float
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cv2.rectangle(output_image, (x, y), (x2, y2), color, 2)
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cv2.putText(output_image, f"{label} ({avg * 100:.2f}%)", (x, y - 10),
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cv2.FONT_HERSHEY_SIMPLEX, 0.6, color, 2)
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results.append(
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f"Face {idx+1}: {label} (Avg: {avg * 100:.2f}%, XCP: {pred_xcp * 100:.2f}%, EFF: {pred_eff * 100:.2f}%)"
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)
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return "\n".join(results), output_image
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# Gradio Interface
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interface = gr.Interface(
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fn=predict,
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