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, revision3dc3b798668feb99ac61cc9086d84cbcc3d79186, filesdataset/<task>/<set>.zipwith the setsarx-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.stateandaction: 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).
- Downloads last month
- 31