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import spaces |
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import gradio as gr |
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from transparent_background import Remover |
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from PIL import Image |
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import numpy as np |
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@spaces.GPU(duration=20) |
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def remove_background(image): |
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remover = Remover() |
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if isinstance(image, Image.Image): |
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output = remover.process(image) |
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elif isinstance(image, np.ndarray): |
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image_pil = Image.fromarray(image) |
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output = remover.process(image_pil) |
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else: |
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raise TypeError("Unsupported image type") |
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return output |
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iface = gr.Interface( |
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fn=remove_background, |
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inputs=gr.Image(label="Upload Image"), |
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outputs=gr.Image(label="Output Image") |
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) |
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if __name__ == "__main__": |
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iface.launch() |
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