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Update app.py
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app.py
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@@ -61,7 +61,7 @@ birefnet.to(device)
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birefnet.eval()
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@spaces.GPU
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def
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if image is None:
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raise gr.Error("Please upload an image.")
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@@ -84,16 +84,59 @@ def predict(image):
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torch.cuda.empty_cache()
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# Save as PNG
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output_path = "output.png"
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image_masked.save(output_path)
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return output_path
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iface = gr.Interface(
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fn=
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inputs=gr.Image(type="numpy"),
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outputs=
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)
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if __name__ == "__main__":
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birefnet.eval()
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@spaces.GPU
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def remove_background(image):
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if image is None:
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raise gr.Error("Please upload an image.")
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torch.cuda.empty_cache()
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# Save mask as PNG
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mask_path = "mask.png"
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pred_pil.save(mask_path)
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# Save output as PNG
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output_path = "output.png"
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image_masked.save(output_path)
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return mask_path, output_path
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css = """
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body {
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font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol";
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}
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.gradio-container {
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background: linear-gradient(
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135deg,
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#e0f7fa, #e8f5e9, #fff9c4, #ffebee,
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#f3e5f5, #e1f5fe, #fff3e0, #e8eaf6
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);
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background-size: 400% 400%;
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animation: gradient-animation 15s ease infinite;
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}
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@keyframes gradient-animation {
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0% { background-position: 0% 50%; }
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50% { background-position: 100% 50%; }
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100% { background-position: 0% 50%; }
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}
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.gradio-button {
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font-family: inherit;
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font-size: 16px;
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font-weight: bold;
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color: #000000;
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background: white;
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border: 2px solid black;
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border-radius: 10px;
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}
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.gradio-button:hover {
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background: #f0f0f0;
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}
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"""
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iface = gr.Interface(
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fn=remove_background,
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inputs=gr.Image(type="numpy"),
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outputs=[
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gr.Image(type="filepath", label="Mask"),
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gr.Image(type="filepath", label="Output")
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],
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title="<div style='font-size: 36px; font-weight: bold;'>{.Remove Background}</div>",
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description="Upload an image to remove its background using BiRefNet.",
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allow_flagging="never",
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css=css
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)
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if __name__ == "__main__":
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