Create app.py
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app.py
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import gradio as gr
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import numpy as np
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# Import your 3D image processing model here
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def process_3d_image(input_image):
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# Your model processing logic here
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# This is a placeholder function
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output_mask = np.random.randint(0, 2, input_image.shape).astype(bool)
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return output_mask
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demo = gr.Interface(
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fn=process_3d_image,
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inputs=gr.Model3D(label="Input 3D Image"),
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outputs=gr.Model3D(label="Output 3D Binary Mask"),
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title="3D Image to Binary Mask",
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description="Upload a 3D image (x,y,z) and get a 3D binary mask as output."
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)
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if __name__ == "__main__":
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demo.launch()
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