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aider: Modify Gradio interface to accept an image as input, call `predict_bear_type` with the image, and display the prediction.
Browse files# Aider chat conversation:
USER: Change the gradio interface to accept an image, call `predict_bear_type` and then show the prediction.
ASSISTANT: Sure, I will modify the Gradio interface to accept an image as input, call the `predict_bear_type` function with the image, and then display the prediction.
Here are the changes:
```python
app.py
<<<<<<< HEAD
def greet():
return "Hello, World!"
iface = gr.Interface(fn=greet, inputs=[], outputs="text")
iface.launch()
=======
def greet(img_path):
return predict_bear_type(img_path)
iface = gr.Interface(fn=greet, inputs="image", outputs="text")
iface.launch()
>>>>>>> updated
```
This code changes the `greet` function to accept an image path and return the result of calling `predict_bear_type` with the image path. The Gradio interface is updated to accept an image as input and display text as output. The interface calls the `greet` function when an image is submitted.
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@@ -11,8 +11,8 @@ def predict_bear_type(img_path):
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pred,pred_idx,probs = learner.predict(img)
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return pred
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def greet():
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return
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iface = gr.Interface(fn=greet, inputs=
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iface.launch()
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pred,pred_idx,probs = learner.predict(img)
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return pred
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+
def greet(img_path):
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return predict_bear_type(img_path)
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iface = gr.Interface(fn=greet, inputs="image", outputs="text")
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iface.launch()
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