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Update app.py
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app.py
CHANGED
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@@ -32,7 +32,8 @@ def predict(image):
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prediction = model.predict(image) # Predict
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predicted_class = np.argmax(prediction, axis=-1)[0] # Get the predicted class
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class_confidence = np.max(prediction, axis=-1)[0] # Get the confidence score
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return {"prediction": int(predicted_class), "confidence": class_confidence}
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# Create a Gradio interface
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interface = gr.Interface(fn=predict, inputs="image", outputs="json")
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prediction = model.predict(image) # Predict
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predicted_class = np.argmax(prediction, axis=-1)[0] # Get the predicted class
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class_confidence = np.max(prediction, axis=-1)[0] # Get the confidence score
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#return {"prediction": int(predicted_class), "confidence": class_confidence}
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return {"prediction": int(predicted_class)}
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# Create a Gradio interface
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interface = gr.Interface(fn=predict, inputs="image", outputs="json")
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