armanharut98/car_classifier

1# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.2 3# %% auto 04__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']5 6# %% app.ipynb 17import gradio as gr8from fastai.vision.all import *9 10# %% app.ipynb 211learn = load_learner('export.pkl')12 13# %% app.ipynb 314categories = learn.dls.vocab15 16def classify_image(img):17    img = PILImage.create(img)18    pred,idx,probs = learn.predict(img)19    return dict(zip(categories, map(float,probs)))20 21# %% app.ipynb 422image = gr.inputs.Image(shape=(192,192))23label = gr.outputs.Label()24examples = ["sedan.jpg", "suv.jfif", "convertable.jpg"]25 26# %% app.ipynb 527intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)28intf.launch(inline=False)29