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สร้าง app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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pipeline = pipeline(task="image-classification",model="julien-c/hotdog-not-hotdog")
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def predict(input_img):
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prediction = pipeline(input_img)
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return input_img, {p["lable"]: p["score"] for p in prediction}
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gradio_app = gr.interface(
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predict,
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input=gr.image(label="Select hot dog candidate", source="['upload', 'webcam']", type="pil"),
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outputs=[gr.image(label="Processed Image"), gr.label="Result",num_top_classes=2],
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title="Hot dog? or Not",
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)
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if__name__=="__main__":
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gradio_app,launch()
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