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| import torch | |
| import gradio as gr | |
| from transformers import pipeline | |
| def predict(image): | |
| classifier = pipeline(task="image-classification") | |
| preds = classifier(image) | |
| return {pred["label"]: round(float(pred["score"]), 4) for pred in preds} | |
| description = """ | |
| """ | |
| interface = gr.Interface( | |
| fn=predict, | |
| inputs=[ | |
| gr.inputs.Image(label="Image to classify", type="pil"), | |
| ], | |
| outputs=gr.outputs.Label(), | |
| examples=[ | |
| ["rafale.jpg",], | |
| ], | |
| title="Image Classifier", | |
| description=description | |
| ) | |
| interface.launch() | |