| # AUTOGENERATED! DO NOT EDIT! File to edit: . (unless otherwise specified). | |
| __all__ = ['classify_image', 'learner', 'categories'] | |
| # Cell | |
| from fastai.vision.all import * | |
| import gradio as gr | |
| # Cell | |
| learner = load_learner("model.pkl") | |
| categories = "Formula 1","Indy","Nascar" | |
| def classify_image(img): | |
| pred,_,probs = learner.predict(img) | |
| return dict(zip(categories, map(float, probs))) | |
| # Cell | |
| gr.Interface( | |
| fn=classify_image, | |
| inputs=gr.components.Image(shape=(192,192)), | |
| outputs=gr.components.Label(), | |
| examples=["formula-1.jpg", "indy.jpg", "nascar.jpg"], | |
| ).launch(inline=False) |