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This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "WidowX",
    "total_episodes": 100,
    "total_frames": 3949,
    "total_tasks": 61,
    "total_videos": 0,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 5,
    "splits": {
        "train": "0:100"
    },
    "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": {
        "is_first": {
            "dtype": "bool",
            "shape": [
                1
            ],
            "names": null
        },
        "is_last": {
            "dtype": "bool",
            "shape": [
                1
            ],
            "names": null
        },
        "is_terminal": {
            "dtype": "bool",
            "shape": [
                1
            ],
            "names": null
        },
        "language_instruction": {
            "dtype": "string",
            "shape": [
                1
            ],
            "names": null
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
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            ],
            "names": {
                "axes": [
                    "x",
                    "y",
                    "z",
                    "roll",
                    "pitch",
                    "yaw",
                    "gripper"
                ]
            }
        },
        "observation.images.image_0": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ]
        },
        "observation.images.image_1": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ]
        },
        "observation.images.image_2": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ]
        },
        "observation.images.image_3": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": {
                "axes": [
                    "x",
                    "y",
                    "z",
                    "roll",
                    "pitch",
                    "yaw",
                    "gripper"
                ]
            }
        },
        "discount": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "reward": {
            "dtype": "float32",
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                1
            ],
            "names": null
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "frame_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "episode_index": {
            "dtype": "int64",
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            ],
            "names": null
        },
        "index": {
            "dtype": "int64",
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                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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