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RoboTwin 2.0 with end-effector poses, 224x168 video (all embodiments)

A converted copy of the RoboTwin 2.0 dataset (5 embodiments) in LeRobot v3.0 format: 125466 episodes, 20594040 frames.

Embodiment Episodes Frames
ARX-X5 26990 4079844
Aloha-AgileX 27485 6098334
UR5 25845 3761170
Franka 24796 3605487
Piper 20350 3049205

Source

  • TianxingChen/RoboTwin2.0, revision 3dc3b798668feb99ac61cc9086d84cbcc3d79186, files dataset/<task>/<set>.zip with the sets arx-x5_clean_50.zip, arx-x5_randomized_500.zip; aloha-agilex_clean_50.zip, aloha-agilex_randomized_500.zip; ur5_clean_50.zip, ur5_randomized_500.zip; franka_clean_50.zip, franka_randomized_500.zip; piper_clean_50.zip, piper_randomized_500.zip.
  • RoboTwin 2.0 is the work of Tianxing Chen et al. (RoboTwin-Platform/RoboTwin). Cite their paper when you use this data.

License

MIT, as the source; the notice is in LICENSE. The files here were changed from the source as listed below.

Changes from the source

  • Format: LeRobot v3.0 (parquet tables, one video stream per camera), 17 fps label (the source rate is 16.67 Hz; no frame was dropped or added).
  • observation.state and action: 16 values, [x y z qw qx qy qz gripper] for the left arm, then the right arm. Absolute end-effector poses in metres and unit quaternions (w first). The state is the source's recorded end-effector pose; the action is the pose of the next frame's joint targets, computed with the embodiment's kinematics. A constant offset per arm is added to the positions (each arm's base at a common place); the axes are the source's. Gripper: 0 closed .. 1 open.
  • Video: head camera (cam_high) and the two wrist cameras (cam_left_wrist, cam_right_wrist), resized from 320x240 to 224x168 (area filter, same 4:3 shape), AV1 (crf 26).
  • Language: one instruction per episode, taken from the source's instruction list for that episode.
  • Other source fields (joint values, point clouds, camera parameters, the third-person view) are not included.
  • 999 episodes named by the source's set sizes are not in its files.
  • 35 source episodes are not included (a joint command far from the recorded motion, or no instruction file).
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