# AUTOGENERATED! DO NOT EDIT! File to edit: ../drive/MyDrive/Colab Notebooks/app.ipynb. # %% auto 0 __all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image'] # %% ../drive/MyDrive/Colab Notebooks/app.ipynb 4 from fastai.vision.all import * import gradio as gr import timm # %% ../drive/MyDrive/Colab Notebooks/app.ipynb 6 learn = load_learner('model.pkl') # %% ../drive/MyDrive/Colab Notebooks/app.ipynb 8 categories = learn.dls.vocab def classify_image(img): pred,idx,probs = learn.predict(img) return dict(zip(categories, map(float,probs))) # %% ../drive/MyDrive/Colab Notebooks/app.ipynb 10 image = gr.inputs.Image(shape=(192, 192)) label = gr.outputs.Label() examples = ['basset.jpg'] # %% ../drive/MyDrive/Colab Notebooks/app.ipynb 11 intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples) intf.launch(inline=False)