Update app.py
Browse files
app.py
CHANGED
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@@ -23,12 +23,21 @@ def classify_image(img):
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confidence = np.max(predictions)
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return {class_labels[i]: float(predictions[0][i]) for i in range(len(class_labels))}, confidence
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# Gradio interface
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demo = gr.Interface(
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fn=classify_image,
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inputs=gr.Image(type="pil"),
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outputs=[gr.Label(num_top_classes=len(class_labels)), gr.Number()],
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live=True
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)
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if __name__ == "__main__":
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confidence = np.max(predictions)
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return {class_labels[i]: float(predictions[0][i]) for i in range(len(class_labels))}, confidence
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# Example images (local paths or URLs)
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example_images = [
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'examples/fresh.jpg', # Replace with actual local file paths or URLs
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'examples/early_decay.jpg',
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'examples/advanced_decay.jpg',
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'examples/skeletonized.jpg'
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]
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# Gradio interface
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demo = gr.Interface(
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fn=classify_image,
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inputs=gr.Image(type="pil"),
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outputs=[gr.Label(num_top_classes=len(class_labels)), gr.Number()],
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live=True,
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examples=example_images
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)
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if __name__ == "__main__":
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