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Runtime error
| # AUTOGENERATED! DO NOT EDIT! File to edit: ../nbs/02_gradio_model.ipynb. | |
| # %% auto 0 | |
| __all__ = ['learn', 'classify_image'] | |
| # %% ../nbs/02_gradio_model.ipynb 2 | |
| from fastai.vision.all import * | |
| import gradio as gr | |
| # %% ../nbs/02_gradio_model.ipynb 3 | |
| learn = load_learner('star-wars-character-classifier.pkl') | |
| # %% ../nbs/02_gradio_model.ipynb 4 | |
| def classify_image(img): | |
| pred, idx, probs = learn.predict(img) | |
| return dict(zip(learn.dls.vocab.items, map(float, probs))) | |
| # %% ../nbs/02_gradio_model.ipynb 8 | |
| gr.Interface( | |
| classify_image, | |
| inputs=gr.inputs.Image(label="Star Wars character", type="filepath"), | |
| outputs=gr.outputs.Label(num_top_classes=3), | |
| title="Which Star Wars Character It Is?", | |
| ).launch() | |