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Runtime error
| __all__ = ['learn', 'classify_image', 'categories', 'images', 'labels', 'examples', 'intf'] | |
| from fastcore.all import * | |
| from fastdownload import download_url | |
| from fastai.vision.all import * | |
| import gradio as gr | |
| learn = load_learner('model.pkl') | |
| categories = ('Cheetah', 'Falcon', 'Sailfish') | |
| def classify_image(img): | |
| pred, idx, probs = learn.predict(img) | |
| return dict(zip(categories, map(float, probs))) | |
| images = gr.inputs.Image(shape = (192, 192)) | |
| labels = gr.outputs.Label() | |
| examples = ['cheetah.jpg', 'falcon.jpg', 'sailfish.jpeg'] | |
| intf = gr.Interface(fn = classify_image, inputs = images, outputs = labels, examples = examples) | |
| intf.launch(inline = False) | |