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Update app.py
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app.py
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@@ -60,6 +60,9 @@ preprocess = transforms.Compose([
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# Function to perform predictions and show probabilities
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def predict(image):
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# Apply preprocessing to the input image
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image = Image.fromarray(image).convert("RGB")
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input_tensor = preprocess(image).unsqueeze(0).to(device)
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@@ -84,4 +87,4 @@ def predict(image):
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iface = gr.Interface(fn=predict, inputs=gr.Image(type="numpy"), outputs="text", live=True)
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# Launch the interface
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iface.launch()
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# Function to perform predictions and show probabilities
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def predict(image):
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if image is None: # Check if no image was provided
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return "Please insert photo"
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# Apply preprocessing to the input image
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image = Image.fromarray(image).convert("RGB")
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input_tensor = preprocess(image).unsqueeze(0).to(device)
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iface = gr.Interface(fn=predict, inputs=gr.Image(type="numpy"), outputs="text", live=True)
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# Launch the interface
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iface.launch()
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