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Build error
| import gradio as gr | |
| import torch | |
| from huggingface_hub import from_pretrained_fastai | |
| from pathlib import Path | |
| examples = ["llama.jpg"] | |
| repo_id = "osanseviero/is_it_a_llama" | |
| path = Path("./") | |
| def get_y(r): | |
| return r["label"] | |
| def get_x(r): | |
| return path/r["fname"] | |
| learner = from_pretrained_fastai(repo_id) | |
| labels = learner.dls.vocab | |
| def inference(image): | |
| label_predict,_,probs = learner.predict(image) | |
| labels_probs = {labels[i]: float(probs[i]) for i, _ in enumerate(labels)} | |
| return labels_probs | |
| gr.Interface( | |
| fn=inference, | |
| title="Llama image classification", | |
| description = "Predict if this image has a llama (or a forest)", | |
| inputs="image", | |
| outputs="label", | |
| examples=examples, | |
| ).launch(debug=True, enable_queue=True) |