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Runtime error
| import gradio as gr | |
| from fastai.vision.all import * | |
| examples = ['samples/paramecium.jpg', | |
| 'samples/euglena.jpg', 'samples/hydra.jpg', 'samples/yeast.jpg', 'samples/amoeba.png'] | |
| learn = load_learner('microbe_model.pkl') | |
| def classify_image(img): | |
| category_name, _, probs = learn.predict(img) | |
| categories = learn.dls.vocab | |
| return {category: f"{prob:.4f}" for category, prob in zip(categories, probs.tolist())} | |
| iface = gr.Interface(fn=classify_image, inputs="image", | |
| outputs="label", examples=examples) | |
| iface.launch() | |