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Download app.py from kgrv/MultiClassImageClassfier: direct link, hf CLI and curl.
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https://huggingface.co/spaces/kgrv/MultiClassImageClassfier/resolve/main/app.py
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hf download hf://spaces/kgrv/MultiClassImageClassfier/app.py
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curl -L -o app.py https://huggingface.co/spaces/kgrv/MultiClassImageClassfier/resolve/main/app.py
456 Bytes
| from fastai.vision.all import * | |
| import gradio as gr | |
| learn = load_learner('model.pkl') | |
| categories = ['bird', 'cat', 'dog', 'forest'] | |
| def classify_image(img): | |
| pred, idx, probs = learn.predict(img) | |
| return dict(zip(categories, map(float, probs))) | |
| image = gr.Image(type="pil") | |
| label = gr.Label() | |
| interface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=['bird.jpg', 'cat.jpg', 'dog.jpg', 'forest.jpg']) | |
| interface.launch() | |