Spaces:
Build error
Build error
| # AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb. | |
| # %% auto 0 | |
| __all__ = ['learn', 'image', 'label', 'examples', 'iface', 'classify_image'] | |
| # %% app.ipynb 1 | |
| from fastai.vision.all import * | |
| import gradio as gr | |
| # %% app.ipynb 3 | |
| learn = load_learner('us_flag_classifier_model.pkl') | |
| # %% app.ipynb 6 | |
| def classify_image(img): | |
| pred, pred_idx, probs = learn.predict(img) | |
| return dict(zip(learn.dls.vocab, map(float,probs))) | |
| # %% app.ipynb 7 | |
| image = gr.components.Image(shape=(192,192)) | |
| label = gr.components.Label(num_top_classes=5) | |
| examples = ['california.jpg','virginia.jpg','unnamed.jpg'] | |
| iface = gr.Interface(fn=classify_image,inputs=image,outputs=label, examples=examples) | |
| iface.launch(inline=False) | |