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This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "robot_type": null,
    "total_episodes": 85,
    "total_frames": 21634,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 500,
    "fps": 15,
    "splits": {
        "train": "0:85"
    },
    "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": [
                8
            ],
            "names": [
                "joint_0_deg",
                "joint_1_deg",
                "joint_2_deg",
                "joint_3_deg",
                "joint_4_deg",
                "joint_5_deg",
                "joint_6_deg",
                "gripper_0to1"
            ]
        },
        "observation.action": {
            "dtype": "float32",
            "shape": [
                8
            ],
            "names": [
                "joint_0_deg",
                "joint_1_deg",
                "joint_2_deg",
                "joint_3_deg",
                "joint_4_deg",
                "joint_5_deg",
                "joint_6_deg",
                "gripper_0to1"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                8
            ],
            "names": [
                "joint_0_deg",
                "joint_1_deg",
                "joint_2_deg",
                "joint_3_deg",
                "joint_4_deg",
                "joint_5_deg",
                "joint_6_deg",
                "gripper_0to1"
            ]
        },
        "observation.images.wrist_left": {
            "dtype": "video",
            "shape": [
                224,
                224,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 224,
                "video.width": 224,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 15,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.third_people": {
            "dtype": "video",
            "shape": [
                224,
                224,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 224,
                "video.width": 224,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 15,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.digist1": {
            "dtype": "video",
            "shape": [
                320,
                240,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 320,
                "video.width": 240,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 15,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.digist2": {
            "dtype": "video",
            "shape": [
                320,
                240,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 320,
                "video.width": 240,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 15,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "language_instruction": {
            "dtype": "string",
            "shape": [
                1
            ]
        },
        "is_first": {
            "dtype": "bool",
            "shape": [
                1
            ]
        },
        "is_last": {
            "dtype": "bool",
            "shape": [
                1
            ]
        },
        "is_terminal": {
            "dtype": "bool",
            "shape": [
                1
            ]
        },
        "is_episode_successful": {
            "dtype": "bool",
            "shape": [
                1
            ]
        },
        "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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