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Create app.py
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app.py
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import gradio as gr
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import subprocess
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def deblur_image(input_image_path, angle_model_path, length_model_path):
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command = [
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"python",
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"deblur_img.py",
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"--image",
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input_image_path,
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"--angle_model",
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angle_model_path,
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"--length_model",
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length_model_path
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]
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result = subprocess.run(command, capture_output=True, text=True)
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return result.stdout
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def deblur_and_display(input_image, angle_model_path, length_model_path):
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output = deblur_image(input_image.name, angle_model_path, length_model_path)
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return output
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iface = gr.Interface(
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fn=deblur_and_display,
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inputs=[
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gr.inputs.Image(label="Upload Image"),
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gr.inputs.Textbox(label="Angle Model Path", default="/app/pretrained_models/angle_model.hdf5"),
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gr.inputs.Textbox(label="Length Model Path", default="/app/pretrained_models/length_model.hdf5")
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],
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outputs="text",
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title="Image Deblurring App",
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description="Upload an image to deblur it."
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)
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if __name__ == "__main__":
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iface.launch()
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