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Frame 261

Do as I Do

Project Page | arXiv

Code release for Do as I Do.

Each part of our pipeline is contained in its own folder. External code references are provided as git submodules with our changes baked in.

  • reconstruction/ — object + hand reconstruction and 6-DoF pose tracking from a hand-object demo video (SAM3 → SAM3D mesh → MoGe pointmaps → HaWoR → TAPIR → guided diffusion for tracking → (optionally) projection). Full details in reconstruction/README.md.
  • retargeting/ — retargets the reconstructed hand-object demo onto a robot hand (dataset processing → convex decomposition → MJCF scene generation → IK → sampling-based MPC in MuJoCo Warp). Consumes the reconstruction pipeline's output directly. Full details in retargeting/README.md.
  • deployment/ — replay a retargeted demo on the real robot: a barebones MuJoCo replay/IK pass turns a retargeting output into a dual-UR3e joint trajectory, which is then streamed to the UR3e arms + Sharpa Wave hands. Full details in deployment/README.md.

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  • Python 97.0%
  • Shell 3.0%