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Update app.py
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app.py
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import gradio as gr
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from hf_diffusion_service import HFDiffusionService
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from PIL import Image
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# Initialize diffusion model service
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service = HFDiffusionService()
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# Function for CT scan generation
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def generate_ct(mask_image: Image.Image):
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"""
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Takes a PIL mask image and returns a generated CT scan (PIL).
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"""
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return service.generate_image(mask_image)
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# Gradio Interface
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demo = gr.Interface(
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fn=generate_ct,
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inputs=gr.Image(type="pil", label="Segmentation Mask"),
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outputs=gr.Image(type="pil", label="Generated CT Scan"),
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title="Conditional Diffusion Medical Image Generator",
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description="Draw or upload a mask to generate a synthetic CT scan
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flagging_mode="never"
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)
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if __name__ == "__main__":
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demo.launch(
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server_name="0.0.0.0",
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server_port=7860,
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share=False,
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show_error=True
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)
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import os
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os.environ["GRADIO_ENABLE_QUEUE"] = "1" # ensures queue
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os.environ["GRADIO_SERVER_PORT"] = "7860"
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os.environ["GRADIO_SERVER_NAME"] = "0.0.0.0"
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os.environ["GRADIO_SSR_MODE"] = "false" # ✅ explicitly disable SSR
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import gradio as gr
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from hf_diffusion_service import HFDiffusionService
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from PIL import Image
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service = HFDiffusionService()
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def generate_ct(mask_image: Image.Image):
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return service.generate_image(mask_image)
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demo = gr.Interface(
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fn=generate_ct,
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inputs=gr.Image(type="pil", label="Segmentation Mask"),
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outputs=gr.Image(type="pil", label="Generated CT Scan"),
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title="Conditional Diffusion Medical Image Generator",
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description="Draw or upload a mask to generate a synthetic CT scan.",
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flagging_mode="never"
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)
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if __name__ == "__main__":
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demo.launch()
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