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Runtime error
| #!/usr/bin/env python3 | |
| from pathlib import Path | |
| import gradio as gr | |
| from fastai.vision.all import * | |
| import skimage | |
| learn = load_learner("hotdog.pkl") | |
| labels = learn.dls.vocab | |
| def predict(img): | |
| pred, pred_idx, probs = learn.predict(img) | |
| return {labels[i]: float(probs[i]) for i in range(len(labels))} | |
| title = "Hotdog or Not?" | |
| description = "Upload a picture of a hotdog or hamburger and be amazed!" | |
| interpretation = "default" | |
| enable_queue = True | |
| examples = [str(p) for p in Path("examples").glob("*")] | |
| print(examples) | |
| gr.Interface( | |
| fn=predict, | |
| inputs=gr.components.Image(shape=(512, 512)), | |
| outputs=gr.components.Label(num_top_classes=3), | |
| title=title, | |
| description=description, | |
| examples=examples, | |
| interpretation=interpretation, | |
| ).launch(enable_queue=enable_queue) | |