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Runtime error
| import gradio as gr | |
| from fastai.vision.all import * | |
| import skimage | |
| title = "Homer or Peter" | |
| examples = ["homer_1.jpg", | |
| "homer_2.jpg", | |
| "homer_3.jpg", | |
| "peter_1.jpg", | |
| "peter_2.jpg"] | |
| interpretation='default' | |
| enable_queue=True | |
| learn = load_learner('homer-or-peter.pkl') | |
| labels = learn.dls.vocab | |
| def predict(img): | |
| img = PILImage.create(img) | |
| pred, pred_idx, probs = learn.predict(img) | |
| return {labels[i]: float(probs[i]) for i in range(len(labels))} | |
| gr.Interface(fn=predict, | |
| inputs=gr.components.Image(shape=(512, 512)), | |
| outputs=gr.components.Label(num_top_classes=3), | |
| title=title, | |
| examples=examples, | |
| interpretation=interpretation | |
| ).launch(enable_queue=enable_queue) |