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Runtime error
| from fastai.vision.all import * | |
| import gradio as gr | |
| learn = load_learner('export.pkl') | |
| categories = ('Benign', 'Malignant') | |
| def classify_image(img): | |
| pred,idx,probs = learn.predict(img) | |
| return dict(zip(categories, map(float,probs))) | |
| image = gr.inputs.Image(shape=(192,192)) | |
| label = gr.outputs.Label() | |
| examples = ['Benign1.jpg','Benign2.jpg','Benign3.jpg', 'Malignant1.jpg', 'Malignant2.jpg', 'Malignant3.jpg'] | |
| title = 'Skin Cancer Predictor' | |
| description = 'This app predicts whether skin cancer is benign or malignant. For reference only.' | |
| article = "Author: <a href=\"https://huggingface.co/archietram\">Archie Tram</a>. " | |
| intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples) | |
| intf.launch(inline=False) |