ZhaoRunyi/Piper_pour_dual_0427

Piper LeRobot Dataset

Generated on 2026-04-27 by convert_piper_hdf5_to_lerobot.py.

Summary

• Repo id: ZhaoRunyi/Piper_pour_dual_0427
• Robot type: aloha
• Input dir: /home/edemlab/challenge_ws/control_your_robot/example/teleop/save/dual_piper_data/dual_pour_water
• Output dir: /home/edemlab/challenge_ws/data/ZhaoRunyi/Piper_pour_dual_0427
• Visual backend: video
• FPS: 10
• Sampling mode: full
• Leading group: slave_cam_high
• Crop strategy: LATEST_START
• Default leading tolerance: 0.1 s
• Additional constraints: []
• Arm selection: dual -> left, right
• Space ids: all -> ['joint', 'gripper', 'ee_pos', 'ee_rot']
• EE rotation format: rot6d
• Gripper format: raw
• Video preset: all -> ['observation.images.cam_high', 'observation.images.cam_left_wrist', 'observation.images.cam_right_wrist']
• Write mode: add_frame

State / Action Index Map

action uses the exact same index order as observation.state.

indices	arm	component	names	source
0-5	left	joint	left_joint_waist, left_joint_shoulder, left_joint_elbow, left_joint_forearm_roll, left_joint_wrist_angle, left_joint_wrist_rotate	slave_left_arm/joint
6	left	gripper	left_gripper	slave_left_arm/gripper
7-9	left	ee_pos	left_ee_pos_x, left_ee_pos_y, left_ee_pos_z	slave_left_arm/ee_pose[:3]
10-15	left	ee_rot	left_ee_rot6d_0, left_ee_rot6d_1, left_ee_rot6d_2, left_ee_rot6d_3, left_ee_rot6d_4, left_ee_rot6d_5	slave_left_arm/ee_pose[3:6] (controller-scaled Piper xyz Euler) -> rot6d
16-21	right	joint	right_joint_waist, right_joint_shoulder, right_joint_elbow, right_joint_forearm_roll, right_joint_wrist_angle, right_joint_wrist_rotate	slave_right_arm/joint
22	right	gripper	right_gripper	slave_right_arm/gripper
23-25	right	ee_pos	right_ee_pos_x, right_ee_pos_y, right_ee_pos_z	slave_right_arm/ee_pose[:3]
26-31	right	ee_rot	right_ee_rot6d_0, right_ee_rot6d_1, right_ee_rot6d_2, right_ee_rot6d_3, right_ee_rot6d_4, right_ee_rot6d_5	slave_right_arm/ee_pose[3:6] (controller-scaled Piper xyz Euler) -> rot6d

Notes

• Timestamp alignment is done per HDF5 group. Each camera group and each arm group has its own timestamp dataset, which is treated like an individual topic timeline.

• The leading group is slave_cam_high. In full mode every leading-group timestep is kept; in fps mode the leading timeline is resampled first and then all other groups are bound to it by nearest timestamp.

• Piper HDF5 stores 6 arm joints plus one separate gripper scalar per arm. When both joint and gripper are enabled, the gripper is appended as the 7th dimension of that arm's joint block.

• ee_pose rotation is decoded from the current PiperController convention: controller value -> multiply by 1000 -> Piper xyz Euler degrees -> convert to rot6d. When EE_ROT_FORMAT is rpy/euler, the exported values are radians.

• GRIPPER_FORMAT="01" treats values in [0, 1] as normalized opening ratio and thresholds them with GRIPPER_FULL_WIDTH=0.05 and GRIPPER_THRESHOLD=0.01.

• Visual backend is video.

• LeRobot v2.1 video datasets do not store camera columns in parquet. This script therefore relies on dataset.add_frame(...) and dataset.save_episode() so temporary frames under images/ can be encoded into videos/.../*.mp4.

Video Keys

dataset key	hdf5 group
observation.images.cam_high	slave_cam_high
observation.images.cam_left_wrist	slave_cam_left
observation.images.cam_right_wrist	slave_cam_right

Feature Names

observation.state / action names:

left_joint_waist, left_joint_shoulder, left_joint_elbow, left_joint_forearm_roll, left_joint_wrist_angle, left_joint_wrist_rotate, left_gripper, left_ee_pos_x, left_ee_pos_y, left_ee_pos_z, left_ee_rot6d_0, left_ee_rot6d_1, left_ee_rot6d_2, left_ee_rot6d_3, left_ee_rot6d_4, left_ee_rot6d_5, right_joint_waist, right_joint_shoulder, right_joint_elbow, right_joint_forearm_roll, right_joint_wrist_angle, right_joint_wrist_rotate, right_gripper, right_ee_pos_x, right_ee_pos_y, right_ee_pos_z, right_ee_rot6d_0, right_ee_rot6d_1, right_ee_rot6d_2, right_ee_rot6d_3, right_ee_rot6d_4, right_ee_rot6d_5