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observation.state
list
action
list
observation.velocity
list
observation.effort
list
timestamp
float32
0
0.13
frame_index
int64
0
4
episode_index
int64
0
0
index
int64
0
4
task_index
int64
0
0
[ 0, 0, 0, 0, 0, 0 ]
[ 0, 0, 0, 0, 0, 0 ]
[ 0, 0, 0, 0, 0, 0 ]
[ 0, 0, 0, 0, 0, 0 ]
0
0
0
0
0
[ 0.10000000149011612, 0.20000000298023224, 0.30000001192092896, 0.4000000059604645, 0.5, 0.6000000238418579 ]
[ 0.10000000149011612, 0.20000000298023224, 0.30000001192092896, 0.4000000059604645, 0.5, 0.6000000238418579 ]
[ 0.009999999776482582, 0.019999999552965164, 0.029999999329447746, 0.03999999910593033, 0.05000000074505806, 0.05999999865889549 ]
[ 1, 2, 3, 4, 5, 6 ]
0.033333
1
0
1
0
[ 0.20000000298023224, 0.4000000059604645, 0.6000000238418579, 0.800000011920929, 1, 1.2000000476837158 ]
[ 0.20000000298023224, 0.4000000059604645, 0.6000000238418579, 0.800000011920929, 1, 1.2000000476837158 ]
[ 0.019999999552965164, 0.03999999910593033, 0.05999999865889549, 0.07999999821186066, 0.10000000149011612, 0.11999999731779099 ]
[ 2, 4, 6, 8, 10, 12 ]
0.066667
2
0
2
0
[ 0.30000001192092896, 0.6000000238418579, 0.8999999761581421, 1.2000000476837158, 1.5, 1.7999999523162842 ]
[ 0.30000001192092896, 0.6000000238418579, 0.8999999761581421, 1.2000000476837158, 1.5, 1.7999999523162842 ]
[ 0.029999999329447746, 0.05999999865889549, 0.09000000357627869, 0.11999999731779099, 0.15000000596046448, 0.18000000715255737 ]
[ 3, 6, 9, 12, 15, 18 ]
0.1
3
0
3
0
[ 0.4000000059604645, 0.800000011920929, 1.2000000476837158, 1.600000023841858, 2, 2.4000000953674316 ]
[ 0.4000000059604645, 0.800000011920929, 1.2000000476837158, 1.600000023841858, 2, 2.4000000953674316 ]
[ 0.03999999910593033, 0.07999999821186066, 0.11999999731779099, 0.1599999964237213, 0.20000000298023224, 0.23999999463558197 ]
[ 4, 8, 12, 16, 20, 24 ]
0.133333
4
0
4
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "dual_arm_robot",
    "total_episodes": 1,
    "total_frames": 5,
    "total_tasks": 1,
    "total_videos": 0,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 30,
    "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": {
        "observation.state": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "joint1",
                "joint2",
                "joint3",
                "joint4",
                "joint5",
                "joint6"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "joint1",
                "joint2",
                "joint3",
                "joint4",
                "joint5",
                "joint6"
            ]
        },
        "observation.velocity": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "joint1_vel",
                "joint2_vel",
                "joint3_vel",
                "joint4_vel",
                "joint5_vel",
                "joint6_vel"
            ]
        },
        "observation.effort": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "joint1_effort",
                "joint2_effort",
                "joint3_effort",
                "joint4_effort",
                "joint5_effort",
                "joint6_effort"
            ]
        },
        "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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