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Runtime error
| import gradio as gr | |
| from fastai.vision.all import * | |
| import PIL | |
| def is_cat(x): return x[0].isupper() | |
| learned = load_learner('model.pkl') | |
| labels = learned.dls.vocab | |
| def predict (img): | |
| img = PILImage.create(img) | |
| pred, pred_idx, probs = learned.predict(img) | |
| return dict(zip(labels, map(float, probs))) | |
| title = "Cat Predictor" | |
| examples= ["tabby.jpg"] | |
| iface = gr.Interface(fn=predict, title=title, examples=examples, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=3)) | |
| iface.launch(debug=True) |