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Update app.py
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app.py
CHANGED
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@@ -56,32 +56,21 @@ def gradio_predict(url, threshold):
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tags, error = predict_tags(url, threshold)
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if error:
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return error, None
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# Return tags, and the image as a PIL object
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image = load_image_from_url(url)
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return "\n".join([f"{tag}: {score:.2f}" for tag, score in tags]), image
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demo = gr.Interface(
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fn=gradio_predict,
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inputs=[
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gr.Textbox(label="Image URL"
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gr.Slider(0, 1, value=0.5, step=0.01, label="Threshold"),
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],
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outputs=[
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gr.Textbox(label="Tags"),
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gr.Image(label="Preview", type="
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],
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title="Image Tagging with ViT",
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description="Paste an image URL and get predicted tags using thelabel/240903-image-tagging model.",
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examples=[
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[
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"https://d2q1sfov6ca7my.cloudfront.net/eyJidWNrZXQiOiJoaWNjdXAtaW1hZ2UtaG9zdGluZyIsImtleSI6ImhpY2N1cC1wcm9kdWN0cy9GQVFZTFkyNzFGLmpwZWciLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjI1NjAsImhlaWdodCI6Mzg0MCwiZml0IjoiY292ZXIifX19?v=1748968367", 0.5
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],
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[
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"https://d2q1sfov6ca7my.cloudfront.net/eyJidWNrZXQiOiJoaWNjdXAtaW1hZ2UtaG9zdGluZyIsImtleSI6ImhpY2N1cC1wcm9kdWN0cy9ON01aQkpUMDlFLmpwZWciLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjI1NjAsImhlaWdodCI6Mzg0MCwiZml0IjoiY292ZXIifX19?v=1748968367", 0.5
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]
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]
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)
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if __name__ == "__main__":
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demo.launch()
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tags, error = predict_tags(url, threshold)
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if error:
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return error, None
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image = load_image_from_url(url)
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return "\n".join([f"{tag}: {score:.2f}" for tag, score in tags]), image
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demo = gr.Interface(
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fn=gradio_predict,
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inputs=[
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gr.Textbox(label="Image URL"),
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gr.Slider(0, 1, value=0.5, step=0.01, label="Threshold"),
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],
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outputs=[
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gr.Textbox(label="Tags"),
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gr.Image(label="Preview", type="pil"),
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],
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title="Image Tagging with ViT",
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description="Paste an image URL and get predicted tags using thelabel/240903-image-tagging model.",
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)
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if __name__ == "__main__":
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demo.launch()
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