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sequence
observation.state
sequence
timestamp
float32
0
0.4
frame_index
int64
0
2
episode_index
int64
0
0
index
int64
0
2
task_index
int64
0
2
[ -1, 0.10000000149011612, 0.5, -1.2000000476837158, 0, 0, 0, 1, 0.10000000149011612, 0.5, -1.2000000476837158, 0, 0, 0 ]
[ -1.0004196166992188, 0.10013733059167862, 0.4999237060546875, -1.201075792312622, -0.000572213320992887, -0.00019073777366429567, 0.0032761599868535995, 0.9996566772460938, 0.09975585341453552, 0.4999237060546875, -1.200312852859497, -0.00019073777366429567, -0.00019073777366429567, 0.00008845515549182892 ]
0
0
0
0
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[ -1, 0.10000000149011612, 0.5, -1.2000000476837158, 0, 0, 0, 1, 0.10000000149011612, 0.5, -1.2000000476837158, 0, 0, 0 ]
[ -1.0004196166992188, 0.10013733059167862, 0.4999237060546875, -1.2006943225860596, -0.00019073777366429567, -0.00019073777366429567, 0.0032761599868535995, 0.9996566772460938, 0.09975585341453552, 0.4999237060546875, -1.200312852859497, -0.00019073777366429567, -0.00019073777366429567, 0.00008845515549182892 ]
0.2
1
0
1
1
[ -1, 0.10000000149011612, 0.5, -1.2000000476837158, 0, 0, 0, 1, 0.10000000149011612, 0.5, -1.2000000476837158, 0, 0, 0 ]
[ -1.0004196166992188, 0.10013733059167862, 0.4999237060546875, -1.2006943225860596, -0.000572213320992887, -0.00019073777366429567, 0.0032761599868535995, 0.9996566772460938, 0.09975585341453552, 0.4999237060546875, -1.200312852859497, -0.00019073777366429567, -0.00019073777366429567, 0.00008845515549182892 ]
0.4
2
0
2
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "tatbot",
    "total_episodes": 1,
    "total_frames": 3,
    "total_tasks": 3,
    "total_videos": 7,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 5,
    "splits": {
        "train": "0:1"
    },
    "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": {
        "action": {
            "dtype": "float32",
            "shape": [
                14
            ],
            "names": [
                "left.joint_0.pos",
                "left.joint_1.pos",
                "left.joint_2.pos",
                "left.joint_3.pos",
                "left.joint_4.pos",
                "left.joint_5.pos",
                "left.gripper.pos",
                "right.joint_0.pos",
                "right.joint_1.pos",
                "right.joint_2.pos",
                "right.joint_3.pos",
                "right.joint_4.pos",
                "right.joint_5.pos",
                "right.gripper.pos"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                14
            ],
            "names": [
                "left.joint_0.pos",
                "left.joint_1.pos",
                "left.joint_2.pos",
                "left.joint_3.pos",
                "left.joint_4.pos",
                "left.joint_5.pos",
                "left.gripper.pos",
                "right.joint_0.pos",
                "right.joint_1.pos",
                "right.joint_2.pos",
                "right.joint_3.pos",
                "right.joint_4.pos",
                "right.joint_5.pos",
                "right.gripper.pos"
            ]
        },
        "observation.images.realsense1": {
            "dtype": "video",
            "shape": [
                720,
                1280,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 720,
                "video.width": 1280,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 5,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.realsense2": {
            "dtype": "video",
            "shape": [
                720,
                1280,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 720,
                "video.width": 1280,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 5,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.camera1": {
            "dtype": "video",
            "shape": [
                1668,
                2960,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 1668,
                "video.width": 2960,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 5,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.camera2": {
            "dtype": "video",
            "shape": [
                1668,
                2960,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 1668,
                "video.width": 2960,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 5,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.camera3": {
            "dtype": "video",
            "shape": [
                1668,
                2960,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 1668,
                "video.width": 2960,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 5,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.camera4": {
            "dtype": "video",
            "shape": [
                1668,
                2960,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 1668,
                "video.width": 2960,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 5,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.camera5": {
            "dtype": "video",
            "shape": [
                1668,
                2960,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 1668,
                "video.width": 2960,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 5,
                "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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