Spaces:
Runtime error
Runtime error
| # AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb. | |
| # %% auto 0 | |
| __all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_athlete'] | |
| # %% app.ipynb 1 | |
| import gradio as gr | |
| # %% app.ipynb 2 | |
| from fastai.vision.all import * | |
| # %% app.ipynb 3 | |
| learn = load_learner('model.pkl') | |
| # %% app.ipynb 4 | |
| categories = {'Ronaldo', 'messi', 'Michael Jordan', 'Rafael Nadal', 'Roger Federer'} | |
| def classify_athlete(img): | |
| pred,idx,probs = learn.predict(img) | |
| return dict(zip(categories, map(float,probs))) | |
| # %% app.ipynb 6 | |
| image = gr.inputs.Image(shape = (192,192)) | |
| label = gr.outputs.Label() | |
| examples = ['cr7.jpeg','messi.jpeg','michael_jordan.jpeg'] | |
| intf = gr.Interface(fn = classify_athlete,inputs = image, outputs = label, examples = examples) | |
| intf.launch(inline = False) | |