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lang
sequence
observation.image.low
imagewidth (px)
224
224
observation.image.side
imagewidth (px)
224
224
observation.image.wrist
imagewidth (px)
224
224
observation.state.gripper
float32
0
1
observation.state.joints
sequence
observation.state.position
sequence
timestamp
float32
0
15.3
frame_index
int64
0
763
episode_index
int64
0
106
index
int64
0
54.9k
task_index
int64
0
0
[ 0.05556310713291168, 0.002996743656694889, -0.09261114150285721, 0.03133554756641388, 0.0013633589260280132, 0.08212727308273315, -0.020753486081957817, 0.008981281891465187, -0.07490351796150208, -0.06767305731773376, 0.02828028053045273, 0.07015616446733475, 0.015036121010780334, -0.0165...
1
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0
0
0
0
0
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1
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0.02
1
0
1
0
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1
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0.04
2
0
2
0
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1
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0.06
3
0
3
0
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1
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0.08
4
0
4
0
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1
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0.1
5
0
5
0
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1
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0.12
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0
6
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1
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0.14
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0
7
0
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1
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0.16
8
0
8
0
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1
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0.18
9
0
9
0
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1
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0.2
10
0
10
0
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1
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0.22
11
0
11
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1
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0.24
12
0
12
0
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1
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0.26
13
0
13
0
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1
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0.28
14
0
14
0
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1
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0.3
15
0
15
0
End of preview. Expand in Data Studio

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "xarm",
    "total_episodes": 452,
    "total_frames": 243321,
    "total_tasks": 1,
    "total_videos": 0,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 50,
    "splits": {
        "train": "0:452"
    },
    "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
    "video_path": null,
    "features": {
        "lang": {
            "dtype": "float32",
            "shape": [
                512
            ],
            "names": null
        },
        "observation.image.low": {
            "dtype": "image",
            "shape": [
                224,
                224,
                3
            ],
            "names": [
                "width",
                "height",
                "channels"
            ]
        },
        "observation.image.side": {
            "dtype": "image",
            "shape": [
                224,
                224,
                3
            ],
            "names": [
                "width",
                "height",
                "channels"
            ]
        },
        "observation.image.wrist": {
            "dtype": "image",
            "shape": [
                224,
                224,
                3
            ],
            "names": [
                "width",
                "height",
                "channels"
            ]
        },
        "observation.state.gripper": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": [
                "gripper"
            ]
        },
        "observation.state.joints": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "joint_1",
                "joint_2",
                "joint_3",
                "joint_4",
                "joint_5",
                "joint_6",
                "joint_7"
            ]
        },
        "observation.state.position": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "x",
                "y",
                "z",
                "rx",
                "ry",
                "rz"
            ]
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "frame_index": {
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                1
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            "names": null
        },
        "episode_index": {
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        "index": {
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        "task_index": {
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                1
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            "names": null
        }
    }
}

Citation

BibTeX:

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