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Runtime error
| from fastai.vision.all import * | |
| import gradio as gr | |
| learn = load_learner('model.pkl') | |
| labels = learn.dls.vocab | |
| def predict(img): | |
| pil_img = PILImage.create(img) | |
| pred, pred_idx, probs = learn.predict(pil_img) | |
| result = {} | |
| for label_idx, label in enumerate(labels): | |
| result[label] = float(probs[label_idx]) | |
| return result | |
| gr.Interface( | |
| fn=predict, | |
| inputs=gr.inputs.Image(shape=(512, 512)), | |
| outputs=gr.outputs.Label(num_top_classes=3), | |
| examples=['border_collie.jpg'], | |
| ).launch() |