G1 MOVES

59 motion capture clips for the Unitree G1 humanoid robot

1
Capture
2
Retarget
3
Train
4
Policy
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Total Clips
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Dance
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Karate
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Bonus
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Trained Policies
Stage

ABOUT

G1 Moves is a dataset of motion capture clips captured with the MOVIN TRACIN markerless capture system. Each clip is retargeted to the Unitree G1 humanoid robot (29 DOF) and used to train reinforcement learning policies via MuJoCo-Warp simulation.

The pipeline transforms raw human motion into deployable robot control policies through four stages: capture, IK retargeting, RL training, and policy deployment.

01
Capture MOVIN TRACIN LiDAR + vision, 60 FPS
02
Retarget Inverse kinematics to 29-DOF G1 joints
03
Train PPO in MuJoCo-Warp, 8192 parallel envs
04
Policy Deployable PyTorch checkpoint + ONNX

CREDITS

Director
Mitch Chaiet
Dance
Jasmine Coro
Karate
Mike Gassaway

EQUIPMENT

Motion Capture

Captured with MOVIN TRACIN markerless mocap (LiDAR + vision). Recorded in MOVIN Studio.

Workstation

System Dell Pro Max Tower T2
GPU NVIDIA RTX PRO 6000 (96 GB)
CPU Intel Core Ultra 9 285K
RAM 128 GB DDR5