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Download app.py from notentered/bears: direct link, hf CLI and curl.
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https://huggingface.co/spaces/notentered/bears/resolve/main/app.py
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hf download hf://spaces/notentered/bears/app.py
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curl -L -o app.py https://huggingface.co/spaces/notentered/bears/resolve/main/app.py
346 Bytes
| import gradio as gr | |
| from fastai.vision.all import * | |
| learn = load_learner('bears_model.pkl') | |
| labels = learn.dls.vocab | |
| def predict(img): | |
| img = PILImage.create(img) | |
| pred,pred_idx,probs = learn.predict(img) | |
| return {labels[i]: float(probs[i]) for i in range(len(labels))} | |
| gr.Interface(fn=predict,inputs="image",outputs="label").launch() |