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metadata
license: apache-2.0
task_categories:
  - robotics
tags:
  - LeRobot
  - lerobot
configs:
  - config_name: default
    data_files: data/*/*.parquet
size_categories:
  - n<1K

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": "",
    "total_episodes": 7,
    "total_frames": 397,
    "total_tasks": 7,
    "total_videos": 28,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 15,
    "splits": {
        "train": "0:7"
    },
    "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.images.camera_01": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 15,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.cam_high": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 15,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.cam_left_wrist": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 15,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.cam_right_wrist": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 15,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.state": {
            "dtype": "float64",
            "shape": [
                21
            ],
            "names": [
                "R_JOINT_1",
                "R_JOINT_2",
                "R_JOINT_3",
                "R_JOINT_4",
                "R_JOINT_5",
                "R_JOINT_6",
                "R_JOINT_7",
                "L_JOINT_1",
                "L_JOINT_2",
                "L_JOINT_3",
                "L_JOINT_4",
                "L_JOINT_5",
                "L_JOINT_6",
                "L_JOINT_7",
                "JOINT_1",
                "JOINT_2",
                "JOINT_3",
                "JOINT_4",
                "JOINT_5",
                "JOINT_7",
                "JOINT_6"
            ]
        },
        "action": {
            "dtype": "float64",
            "shape": [
                14
            ],
            "names": [
                "R_JOINT_1",
                "R_JOINT_2",
                "R_JOINT_3",
                "R_JOINT_4",
                "R_JOINT_5",
                "R_JOINT_6",
                "R_JOINT_7",
                "L_JOINT_1",
                "L_JOINT_2",
                "L_JOINT_3",
                "L_JOINT_4",
                "L_JOINT_5",
                "L_JOINT_6",
                "L_JOINT_7"
            ]
        },
        "observation.score": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": [
                "score"
            ]
        },
        "observation.gripper": {
            "dtype": "float64",
            "shape": [
                2
            ],
            "names": [
                "right_gripper",
                "left_gripper"
            ]
        },
        "observation.base_move": {
            "dtype": "float64",
            "shape": [
                3
            ],
            "names": [
                "base_move_x",
                "base_move_y",
                "base_move_theta"
            ]
        },
        "observation.target_joint_from_vr": {
            "dtype": "float64",
            "shape": [
                5
            ],
            "names": [
                "JOINT_7",
                "JOINT_6",
                "JOINT_1",
                "JOINT_2",
                "JOINT_3"
            ]
        },
        "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]