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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

  • Task Objective: Place the OAK-D-LITE camera into the mounting case and secure the lid.

  • Operational Objects: An OAK-D-LITE camera along with its original complete packaging (Purchase link: [【淘宝】7天无理由退货 https://e.tb.cn/h.606wnDDmrTMhcch?tk=Dr7feJHVOyp CZ009 「OpenCV AI视觉套件 OAK-D-Lite智能开发 深度摄像头RGB高清相机」点击链接直接打开 或者 淘宝搜索直接打开])

  • Operation Duration: Each operation takes approximately 40 seconds.

  • Recording Frequency: 30 Hz.

  • Robot Type: 7-DOF dual-arm G1 robot.

  • End Effector: Three-fingered dexterous hands.

  • Dual-Arm Operation: Yes.

  • Image Resolution: 640x480.

  • Camera Positions: Wrist-mounted (monocular camera) + head-mounted (binocular cameras).

  • Data Content:
    • Robot's current state.
    • Robot's next action.
    • Current camera view images.

  • Robot Initial Posture: The first robot state in each dataset entry.

  • Object Placement: PPosition the camera case at the midpoint between the robot's arms in their initial state (arms vertical), 20cm away from the inner edge of the table's wall (robot-facing side). Place the camera on the right side of the case, and position the lid on the left side of the case.

  • Camera View: Follow the guidelines in Part 5 of AVP Teleoperation Documentation.

  • Important Notes:

  1. Due to the inability to precisely describe spatial positions, adjust the scene to closely match the first frame of the dataset after installing the hardware as specified in Part 5 of AVP Teleoperation Documentation.
  2. Data collection is not completed in a single session, and variations between data entries exist. Ensure these variations are accounted for during model training.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "Unitree_G1",
    "total_episodes": 351,
    "total_frames": 389708,
    "total_tasks": 1,
    "total_videos": 1404,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 30,
    "splits": {
        "train": "0:351"
    },
    "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": [
                16
            ],
            "names": [
                [
                    "kLeftShoulderPitch",
                    "kLeftShoulderRoll",
                    "kLeftShoulderYaw",
                    "kLeftElbow",
                    "kLeftWristRoll",
                    "kLeftWristPitch",
                    "kLeftWristyaw",
                    "kRightShoulderPitch",
                    "kRightShoulderRoll",
                    "kRightShoulderYaw",
                    "kRightElbow",
                    "kRightWristRoll",
                    "kRightWristPitch",
                    "kRightWristYaw",
                    "kLeftGripper",
                    "kRightGripper"
                ]
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                16
            ],
            "names": [
                [
                    "kLeftShoulderPitch",
                    "kLeftShoulderRoll",
                    "kLeftShoulderYaw",
                    "kLeftElbow",
                    "kLeftWristRoll",
                    "kLeftWristPitch",
                    "kLeftWristyaw",
                    "kRightShoulderPitch",
                    "kRightShoulderRoll",
                    "kRightShoulderYaw",
                    "kRightElbow",
                    "kRightWristRoll",
                    "kRightWristPitch",
                    "kRightWristYaw",
                    "kLeftGripper",
                    "kRightGripper"
                ]
            ]
        },
        "observation.images.cam_left_high": {
            "dtype": "video",
            "shape": [
                3,
                480,
                640
            ],
            "names": [
                "channels",
                "height",
                "width"
            ],
            "info": {
                "video.fps": 30.0,
                "video.height": 480,
                "video.width": 640,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.images.cam_right_high": {
            "dtype": "video",
            "shape": [
                3,
                480,
                640
            ],
            "names": [
                "channels",
                "height",
                "width"
            ],
            "info": {
                "video.fps": 30.0,
                "video.height": 480,
                "video.width": 640,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.images.cam_left_wrist": {
            "dtype": "video",
            "shape": [
                3,
                480,
                640
            ],
            "names": [
                "channels",
                "height",
                "width"
            ],
            "info": {
                "video.fps": 30.0,
                "video.height": 480,
                "video.width": 640,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.images.cam_right_wrist": {
            "dtype": "video",
            "shape": [
                3,
                480,
                640
            ],
            "names": [
                "channels",
                "height",
                "width"
            ],
            "info": {
                "video.fps": 30.0,
                "video.height": 480,
                "video.width": 640,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "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]