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Runtime error
| from fastai.vision.all import * | |
| from fastai.data.external import * | |
| import gradio as gr | |
| learn = load_learner('lung.pkl') | |
| categories = ('ACA', 'Benign', 'SCC') | |
| def classify_image(img): | |
| pred,idx,probs = learn.predict(img) | |
| return dict(zip(categories, map(float,probs))) | |
| image = gr.components.Image(shape=(768, 768)) | |
| label = gr.components.Label() | |
| examples = ['lungaca.jpeg', 'lungaca142.jpeg', 'lungaca199.jpeg', 'lungaca861.jpeg', | |
| 'lungn.jpeg', 'lungn159.jpeg', 'lungn380.jpeg', 'lungn633.jpeg', | |
| 'lungscc.jpeg', 'lungscc958.jpeg', 'lungscc626.jpeg', 'lungscc344.jpeg'] | |
| intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples) | |
| intf.launch(inline=False) |