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Runtime error
| __all__ = ['learn', 'classify_image', 'categories', 'image', 'label', 'intf'] | |
| from fastai.vision.all import * | |
| import gradio as gr | |
| learn = load_learner('model.pkl') | |
| categories = ('Akita', 'Bull terrier', 'Bulldog', 'Pit Bull', 'Welsh Sheepdog') | |
| def classify_image(img): | |
| pred, idx, probs = learn.predict(img) | |
| return dict(zip(categories, map(float, probs))) | |
| image = gr.inputs.Image(shape=(192,192)) | |
| label = gr.outputs.Label() | |
| intf = gr.Interface(fn = classify_image, inputs = image, outputs = label) | |
| intf.launch(inline=False) |