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Configuration error
Configuration error
Create app.py
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app.py
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import os
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import gradio as gr
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import subprocess
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from lib.config import args
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def process_video(video_path, task):
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"""
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Function to process the input video and run the NeuralBody pipeline.
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"""
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# Save uploaded video locally
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input_video = "input_video.mp4"
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os.system(f"cp {video_path} {input_video}")
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# Map tasks to functions in run.py
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task_map = {
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"Dataset Processing": "dataset",
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"Network Inference": "network",
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"Evaluation": "evaluate",
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"Visualization": "visualize",
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}
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if task not in task_map:
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return "Invalid task selected!"
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# Run corresponding function in run.py
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args.type = task_map[task] # Set the correct function call in run.py
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subprocess.run(["python", "run.py"], check=True)
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return f"Task '{task}' completed! Check the output directory."
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# Gradio UI
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iface = gr.Interface(
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fn=process_video,
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inputs=[
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gr.Video(label="Upload Video"),
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gr.Radio(["Dataset Processing", "Network Inference", "Evaluation", "Visualization"], label="Select Task"),
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],
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outputs="text",
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title="NeuralBody: Video-Based 3D Reconstruction",
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description="Upload a video and choose a task to perform using the NeuralBody pipeline."
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)
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if __name__ == "__main__":
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iface.launch()
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