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install clip git clone https://github.com/openai/CLIP.git install depthanything git clone https://github.com/LiheYoung/Depth-Anything.git 1. extract_keyframes(extract_keyframes.py) --input: video file --output: keyframes 2. run_depthanything(run.py) --input: keyframes --output: depth maps, cloudpoints, merged cloudpoint 3. ICP registration(ndt_ply_v3.py) --input: cloudpoints(MRI, video) --output: error, transformation matrix, registered cloudpoints