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Runtime error
| # AUTOGENERATED! DO NOT EDIT! File to edit: ../nbs/app.ipynb. | |
| # %% auto 0 | |
| __all__ = ['learn', 'image', 'lable', 'examples', 'intf', 'classify_image'] | |
| # %% ../nbs/app.ipynb 1 | |
| from fastai.vision.all import * | |
| import gradio as gr | |
| # %% ../nbs/app.ipynb 3 | |
| learn = load_learner('export.pkl') | |
| # %% ../nbs/app.ipynb 7 | |
| def classify_image(img): | |
| pred,pred_idx,probs = learn.predict(img) | |
| return dict(zip(learn.dls.vocab, map(float, probs))) | |
| # %% ../nbs/app.ipynb 10 | |
| #image = gr.inputs.Image(shape=(192,192)) | |
| image = gr.components.Image(shape=(192,192)) | |
| #lable = gr.outputs.Label() | |
| lable = gr.components.Label() | |
| examples = ['teddybear.jpg', 'grizzly.jpg', 'blackbear.jpg'] | |
| intf = gr.Interface(fn=classify_image, inputs=image, outputs=lable, examples=examples) | |
| intf.launch(inline=False) | |