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Runtime error
| import gradio as gr | |
| from fastai.vision.all import * | |
| learner = load_learner('model.pkl') | |
| categories = ("Celebration", "Riot") | |
| def classify_image(image): | |
| pred, idx, probs = learner.predict(image) | |
| return dict(zip(categories, map(float, probs))) | |
| image = gr.inputs.Image(shape=(192, 192)) | |
| label = gr.outputs.Label() | |
| examples = ['celeb.png', 'holi-celebration-india.jpg', 'riot.png', 'riot2.jpg'] | |
| iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples) | |
| iface.launch() |