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This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "panda",
    "total_episodes": 2562,
    "total_frames": 155082,
    "total_tasks": 387,
    "total_videos": 0,
    "total_chunks": 3,
    "chunks_size": 1000,
    "fps": 10,
    "splits": {
        "train": "0:2562"
    },
    "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.image": {
            "dtype": "image",
            "shape": [
                3,
                200,
                200
            ],
            "names": [
                "channel",
                "height",
                "width"
            ]
        },
        "observation.images.wrist_image": {
            "dtype": "image",
            "shape": [
                3,
                84,
                84
            ],
            "names": [
                "channel",
                "height",
                "width"
            ]
        },
        "observation.images.instance_mask": {
            "dtype": "image",
            "shape": [
                3,
                200,
                200
            ],
            "names": [
                "channel",
                "height",
                "width"
            ]
        },
        "observation.images.instance_mask_wrist": {
            "dtype": "image",
            "shape": [
                3,
                84,
                84
            ],
            "names": [
                "channel",
                "height",
                "width"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                15
            ],
            "names": [
                "robo_obs"
            ]
        },
        "actions": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "actions"
            ]
        },
        "rel_actions": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "rel_actions"
            ]
        },
        "observation.images.depth_gripper": {
            "dtype": "image",
            "shape": [
                3,
                84,
                84
            ],
            "names": [
                "channel",
                "height",
                "width"
            ]
        },
        "observation.images.depth_static": {
            "dtype": "image",
            "shape": [
                3,
                200,
                200
            ],
            "names": [
                "channel",
                "height",
                "width"
            ]
        },
        "scene_obs": {
            "dtype": "float32",
            "shape": [
                24
            ],
            "names": [
                "scene_obs"
            ]
        },
        "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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