| #!/usr/bin/env python | |
| # coding: utf-8 | |
| # In[ ]: | |
| #from fastai.vision.widgets import * | |
| from huggingface_hub import from_pretrained_fastai | |
| learner = from_pretrained_fastai("/export.pkl") | |
| #learn = learner.load(path/"export.pkl") | |
| def classify_image(img): | |
| pred,idx,probs = learn.predict(img) | |
| return dict(zip(categories,map(float,probs))) | |
| import gradio as gr | |
| 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) | |
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