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This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "robot_type": "ur5e",
    "total_episodes": 1,
    "total_frames": 381,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "fps": 10,
    "splits": {
        "train": "0:1"
    },
    "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
    "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
    "features": {
        "observation.state": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "shoulder_pan_joint",
                "shoulder_lift_joint",
                "elbow_joint",
                "wrist_1_joint",
                "wrist_2_joint",
                "wrist_3_joint",
                "gripper/left_finger_joint"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "shoulder_pan_joint",
                "shoulder_lift_joint",
                "elbow_joint",
                "wrist_1_joint",
                "wrist_2_joint",
                "wrist_3_joint",
                "gripper/left_finger_joint"
            ]
        },
        "observation.velocity": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "shoulder_pan_joint",
                "shoulder_lift_joint",
                "elbow_joint",
                "wrist_1_joint",
                "wrist_2_joint",
                "wrist_3_joint",
                "gripper/left_finger_joint"
            ]
        },
        "label.plug_pose_base": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": null
        },
        "label.plug_pose_base_valid": {
            "dtype": "bool",
            "shape": [
                1
            ],
            "names": null
        },
        "label.port_pose_base": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": null
        },
        "label.port_pose_base_valid": {
            "dtype": "bool",
            "shape": [
                1
            ],
            "names": null
        },
        "label.target_module_pose_base": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": null
        },
        "label.target_module_pose_base_valid": {
            "dtype": "bool",
            "shape": [
                1
            ],
            "names": null
        },
        "label.tcp_pose": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": null
        },
        "label.tcp_pose_valid": {
            "dtype": "bool",
            "shape": [
                1
            ],
            "names": null
        },
        "observation.images.cam_center": {
            "dtype": "video",
            "shape": [
                1024,
                1152,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 1024,
                "video.width": 1152,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 10,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.cam_left": {
            "dtype": "video",
            "shape": [
                1024,
                1152,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 1024,
                "video.width": 1152,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 10,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.cam_right": {
            "dtype": "video",
            "shape": [
                1024,
                1152,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 1024,
                "video.width": 1152,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 10,
                "video.channels": 3,
                "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:

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