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061f5e4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 | """
Space Gradio — Classificateur de feuilles de haricot (ViT fine-tuné).
"""
import gradio as gr
from transformers import pipeline
MODEL_ID = "nateraw/vit-base-beans"
classifier = pipeline("image-classification", model=MODEL_ID)
def predict(image):
if image is None:
return {}
preds = classifier(image)
return {p["label"]: float(p["score"]) for p in preds}
demo = gr.Interface(
fn=predict,
inputs=gr.Image(type="pil", label="Image de feuille"),
outputs=gr.Label(num_top_classes=3, label="Prédiction"),
title="🌱 Bean Leaf Classifier (ViT)"
)
if __name__ == "__main__":
demo.launch()
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