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A million videos with paired depth, camera pose, and 3D point tracks could unlock a new wave of 3D-aware video models.
Forget expensive MoCap rigs: PoseDreamer generates synthetic human datasets that outperform real-world data for 3D mesh estimation, thanks to diffusion models and clever sample selection.