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Video to Depth Map - After
Video to Depth Map - Before

This ComfyUI workflow is designed to convert video footage into a temporally stable depth map, which is essential for applications that require an understanding of spatial relationships in dynamic scenes. At the core of this workflow is the 'DepthAnything_V2' model, a robust tool for generating depth maps from visual data. The process begins with the 'VHS_LoadVideo' node, which imports the video file into the workflow. The 'DepthAnything_V2' node then processes each frame to produce depth maps, ensuring consistency across frames. This temporal stability is crucial for applications like augmented reality and 3D reconstruction, where depth perception must remain accurate over time. The workflow also utilizes nodes like 'VHS_VideoCombine' and 'VHS_VideoInfo' to manage video data efficiently, making it a comprehensive solution for depth map generation from videos.