luciddreamer-cvlab/LucidDreamer

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Can I get a 3D Gaussian point cloud for real-time rendering? If I just generate a short RGB video, what is the use of it?

You can use your own save path using -s command after python run.py to save the Gaussian point cloud file.
In defaults, it is saved in outputs/{IMAGE_NAME}_{CAMPATH_GEN}_{SEED}/gsplat.ply folder.
You can use it to render with your own camera paths.