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metadata
license: apache-2.0
task_categories:
  - robotics
tags:
  - LeRobot
configs:
  - config_name: default
    data_files: data/*/*.parquet

This dataset was created using LeRobot.

Dataset Description

  • Homepage: [More Information Needed]
  • Paper: [More Information Needed]
  • License: apache-2.0

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "dual_arm_robot",
    "total_episodes": 1,
    "total_frames": 3105,
    "total_tasks": 1,
    "total_videos": 0,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 30,
    "splits": {
        "train": "0:1"
    },
    "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
    "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
    "features": {
        "observation.state": {
            "dtype": "float32",
            "shape": [
                34
            ],
            "names": [
                "arm1_shoulder_lift_joint",
                "arm1_elbow_joint",
                "arm1_wrist_1_joint",
                "arm1_wrist_2_joint",
                "arm2_wrist_3_joint",
                "arm1_wrist_3_joint",
                "arm2_3f_finger_b_joint_3",
                "arm1_3f_finger_c_joint_3",
                "arm2_3f_palm_finger_b_joint",
                "arm2_3f_finger_c_joint_3",
                "arm2_3f_palm_finger_c_joint",
                "arm1_3f_finger_c_joint_2",
                "arm2_3f_finger_a_joint_3",
                "arm2_3f_finger_c_joint_2",
                "arm1_3f_finger_b_joint_2",
                "arm2_3f_finger_c_joint_1",
                "arm2_wrist_2_joint",
                "arm1_shoulder_pan_joint",
                "arm1_3f_finger_c_joint_1",
                "arm2_3f_finger_b_joint_1",
                "arm2_shoulder_pan_joint",
                "arm1_3f_finger_b_joint_3",
                "arm1_3f_finger_b_joint_1",
                "arm2_3f_finger_a_joint_2",
                "arm1_3f_palm_finger_b_joint",
                "arm1_3f_finger_a_joint_3",
                "arm2_elbow_joint",
                "arm1_3f_finger_a_joint_1",
                "arm2_shoulder_lift_joint",
                "arm2_3f_finger_b_joint_2",
                "arm2_3f_finger_a_joint_1",
                "arm1_3f_palm_finger_c_joint",
                "arm1_3f_finger_a_joint_2",
                "arm2_wrist_1_joint"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                34
            ],
            "names": [
                "arm1_shoulder_lift_joint",
                "arm1_elbow_joint",
                "arm1_wrist_1_joint",
                "arm1_wrist_2_joint",
                "arm2_wrist_3_joint",
                "arm1_wrist_3_joint",
                "arm2_3f_finger_b_joint_3",
                "arm1_3f_finger_c_joint_3",
                "arm2_3f_palm_finger_b_joint",
                "arm2_3f_finger_c_joint_3",
                "arm2_3f_palm_finger_c_joint",
                "arm1_3f_finger_c_joint_2",
                "arm2_3f_finger_a_joint_3",
                "arm2_3f_finger_c_joint_2",
                "arm1_3f_finger_b_joint_2",
                "arm2_3f_finger_c_joint_1",
                "arm2_wrist_2_joint",
                "arm1_shoulder_pan_joint",
                "arm1_3f_finger_c_joint_1",
                "arm2_3f_finger_b_joint_1",
                "arm2_shoulder_pan_joint",
                "arm1_3f_finger_b_joint_3",
                "arm1_3f_finger_b_joint_1",
                "arm2_3f_finger_a_joint_2",
                "arm1_3f_palm_finger_b_joint",
                "arm1_3f_finger_a_joint_3",
                "arm2_elbow_joint",
                "arm1_3f_finger_a_joint_1",
                "arm2_shoulder_lift_joint",
                "arm2_3f_finger_b_joint_2",
                "arm2_3f_finger_a_joint_1",
                "arm1_3f_palm_finger_c_joint",
                "arm1_3f_finger_a_joint_2",
                "arm2_wrist_1_joint"
            ]
        },
        "observation.velocity": {
            "dtype": "float32",
            "shape": [
                34
            ],
            "names": [
                "arm1_shoulder_lift_joint_vel",
                "arm1_elbow_joint_vel",
                "arm1_wrist_1_joint_vel",
                "arm1_wrist_2_joint_vel",
                "arm2_wrist_3_joint_vel",
                "arm1_wrist_3_joint_vel",
                "arm2_3f_finger_b_joint_3_vel",
                "arm1_3f_finger_c_joint_3_vel",
                "arm2_3f_palm_finger_b_joint_vel",
                "arm2_3f_finger_c_joint_3_vel",
                "arm2_3f_palm_finger_c_joint_vel",
                "arm1_3f_finger_c_joint_2_vel",
                "arm2_3f_finger_a_joint_3_vel",
                "arm2_3f_finger_c_joint_2_vel",
                "arm1_3f_finger_b_joint_2_vel",
                "arm2_3f_finger_c_joint_1_vel",
                "arm2_wrist_2_joint_vel",
                "arm1_shoulder_pan_joint_vel",
                "arm1_3f_finger_c_joint_1_vel",
                "arm2_3f_finger_b_joint_1_vel",
                "arm2_shoulder_pan_joint_vel",
                "arm1_3f_finger_b_joint_3_vel",
                "arm1_3f_finger_b_joint_1_vel",
                "arm2_3f_finger_a_joint_2_vel",
                "arm1_3f_palm_finger_b_joint_vel",
                "arm1_3f_finger_a_joint_3_vel",
                "arm2_elbow_joint_vel",
                "arm1_3f_finger_a_joint_1_vel",
                "arm2_shoulder_lift_joint_vel",
                "arm2_3f_finger_b_joint_2_vel",
                "arm2_3f_finger_a_joint_1_vel",
                "arm1_3f_palm_finger_c_joint_vel",
                "arm1_3f_finger_a_joint_2_vel",
                "arm2_wrist_1_joint_vel"
            ]
        },
        "observation.effort": {
            "dtype": "float32",
            "shape": [
                34
            ],
            "names": [
                "arm1_shoulder_lift_joint_effort",
                "arm1_elbow_joint_effort",
                "arm1_wrist_1_joint_effort",
                "arm1_wrist_2_joint_effort",
                "arm2_wrist_3_joint_effort",
                "arm1_wrist_3_joint_effort",
                "arm2_3f_finger_b_joint_3_effort",
                "arm1_3f_finger_c_joint_3_effort",
                "arm2_3f_palm_finger_b_joint_effort",
                "arm2_3f_finger_c_joint_3_effort",
                "arm2_3f_palm_finger_c_joint_effort",
                "arm1_3f_finger_c_joint_2_effort",
                "arm2_3f_finger_a_joint_3_effort",
                "arm2_3f_finger_c_joint_2_effort",
                "arm1_3f_finger_b_joint_2_effort",
                "arm2_3f_finger_c_joint_1_effort",
                "arm2_wrist_2_joint_effort",
                "arm1_shoulder_pan_joint_effort",
                "arm1_3f_finger_c_joint_1_effort",
                "arm2_3f_finger_b_joint_1_effort",
                "arm2_shoulder_pan_joint_effort",
                "arm1_3f_finger_b_joint_3_effort",
                "arm1_3f_finger_b_joint_1_effort",
                "arm2_3f_finger_a_joint_2_effort",
                "arm1_3f_palm_finger_b_joint_effort",
                "arm1_3f_finger_a_joint_3_effort",
                "arm2_elbow_joint_effort",
                "arm1_3f_finger_a_joint_1_effort",
                "arm2_shoulder_lift_joint_effort",
                "arm2_3f_finger_b_joint_2_effort",
                "arm2_3f_finger_a_joint_1_effort",
                "arm1_3f_palm_finger_c_joint_effort",
                "arm1_3f_finger_a_joint_2_effort",
                "arm2_wrist_1_joint_effort"
            ]
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "frame_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "episode_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

[More Information Needed]