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32 episodes · 30 fps · 2 cameras · 640×480 av1

SO-101 Sword on Stand Clean32

LeRobot v2.1 dataset for the task:

Pick up the sword and place it on the sword stand.

Contents

  • Robot: LeRobot SO-101 follower
  • Episodes: 32
  • Frames: 8,636 (about 4.80 minutes at 30 Hz)
  • Cameras: observation.images.fixed, observation.images.wrist
  • Capture: RGB, 640×480, 30 FPS, AV1 MP4
  • State/action: calibrated 6D joint positions
  • Joint order: shoulder_pan, shoulder_lift, elbow_flex, wrist_flex, wrist_roll, gripper
  • Stored action representation: absolute calibrated joint-position target

The source recordings were not modified. This clean derivative excludes three operator-reported recovery trajectories and one accidental 1.2-second static recording. Videos were retained without re-encoding.

Audited split

The physical files contain all 32 episodes in one LeRobot dataset. Use the explicit split below rather than the broad 0:32 entry in meta/info.json:

  • Train: derived episodes 0..29 (30 episodes)
  • Validation: derived episodes 30,31 (2 episodes)

Only episodes 0..29 should be used to compute normalization statistics. See meta/pi05_split_manifest.json and meta/source_episode_map.json.

Important limitations

This is a narrow, nearly single-setting dataset. Object placement, camera pose, camera focus, illumination, and robot start pose should be treated as in-domain constraints. It is not evidence of broad spatial generalization. The wrist camera must remain sharply focused at deployment time.

For OpenPI π0.5 notes, read PI05_BC_HANDOFF_CN.md before writing a training configuration.

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