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observation.images.image
image
observation.images.wrist_image
image
observation.state
list
action
list
timestamp
float32
frame_index
int64
episode_index
int64
index
int64
task_index
int64
vla_actions
array 2D
vlm_hidden
list
[ -0.20487476885318756, -0.010081525892019272, 1.174657940864563, 3.1396350860595703, 0.0001441165222786367, -0.08801795542240143, 0.03878617286682129, -0.03878973424434662 ]
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0
0
0
0
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[ 0.32946428656578064, -0.02142857201397419, 0, 0, -0.08785714209079742, 0, -1 ]
0.1
1
0
1
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0.2
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0.3
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[ -0.1898987591266632, -0.010930868797004223, 1.1748316287994385, 3.139846086502075, -0.0006796211237087846, -0.019067944958806038, 0.039020609110593796, -0.03903040289878845 ]
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0.4
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[ -0.05712890625, -0.69140625, -0.302734375, 0.173828125, 0.050537109375, -0.330078125, 0.640625, 0.423828125, 0.64453125, -2.265625, 0.5546875, 0.5625, 0.91015625, -0.79296875, -0.1689453125, -1.796875, 0.75390625, 1.5234375, -0.0810546875, -1.3984375, -0.8828125, -0.5585937...
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[ 0.8651785850524902, 0, 0, 0, -0.10499999672174454, 0.007499999832361937, -1 ]
0.5
5
0
5
0
[ [ 1.0455899238586426, 0.040509141981601715, 0.11538155376911163, -0.033230748027563095, 0.0054557425901293755, 0.02625458315014839, -0.949575662612915 ], [ 1.1190763711929321, 0.03431382030248642, 0.0652264803647995, -0.03282523900270462, 0.01255964208394289, ...
[ -0.06005859375, -0.70703125, -0.318359375, 0.205078125, 0.0311279296875, -0.39453125, 0.609375, 0.443359375, 0.68359375, -2.203125, 0.5703125, 0.578125, 0.8984375, -0.765625, -0.177734375, -1.78125, 0.78125, 1.5234375, -0.08349609375, -1.40625, -0.8515625, -0.56640625, -0...
[-0.17316821217536926,-0.010942794382572174,1.172966718673706,3.1387622356414795,0.00044579771929420(...TRUNCATED)
[ 0.9348214268684387, 0, -0.02678571455180645, 0, -0.08785714209079742, 0.011785713955760002, -1 ]
0.6
6
0
6
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[[0.6746664047241211,-0.007477864623069763,0.08850817382335663,-0.010474199429154396,-0.029409050941(...TRUNCATED)
[-0.04052734375,-0.70703125,-0.341796875,0.2158203125,0.0294189453125,-0.337890625,0.6796875,0.42187(...TRUNCATED)
[-0.16324594616889954,-0.010858419351279736,1.1713385581970215,3.1379847526550293,0.0020117470994591(...TRUNCATED)
[0.9375,0.0,-0.08571428805589676,-0.002142857061699033,-0.06857142597436905,0.012857142835855484,-1.(...TRUNCATED)
0.7
7
0
7
0
[[0.9974803328514099,-0.017515838146209717,0.20657293498516083,-0.008922576904296875,-0.071553170680(...TRUNCATED)
[-0.062255859375,-0.6953125,-0.302734375,0.158203125,0.087890625,-0.365234375,0.67578125,0.431640625(...TRUNCATED)
[-0.1528482437133789,-0.010798285715281963,1.1690292358398438,3.136975049972534,0.004140351433306932(...TRUNCATED)
[ 0.9375, 0, -0.09375, -0.008571428246796131, -0.07392857223749161, 0.009642857126891613, -1 ]
0.8
8
0
8
0
[[0.8745329976081848,0.036927729845047,0.1324848085641861,-0.00787764135748148,-0.013731890358030796(...TRUNCATED)
[0.0128173828125,-0.7578125,-0.2578125,0.21875,0.0791015625,-0.345703125,0.66796875,0.453125,0.66796(...TRUNCATED)
[-0.14203132688999176,-0.01083107478916645,1.1664727926254272,3.1354777812957764,0.00620671408250927(...TRUNCATED)
[0.9375,0.0,-0.12857143580913544,-0.017142856493592262,-0.09535714238882065,0.0053571430034935474,-1(...TRUNCATED)
0.9
9
0
9
0
[[0.8377878665924072,-0.11893689632415771,-0.031107768416404724,0.015119812451303005,-0.036077290773(...TRUNCATED)
[-0.029541015625,-0.68359375,-0.279296875,0.1494140625,0.10400390625,-0.380859375,0.69921875,0.41796(...TRUNCATED)
End of preview. Expand in Data Studio

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "panda",
    "total_episodes": 432,
    "total_frames": 52970,
    "total_tasks": 10,
    "total_videos": 0,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 10,
    "splits": {
        "train": "0:432"
    },
    "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": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ]
        },
        "observation.images.wrist_image": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                8
            ],
            "names": [
                "state"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "action"
            ]
        },
        "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
        },
        "vla_actions": {
            "dtype": "float32",
            "shape": [
                50,
                7
            ],
            "names": [
                "vla_actions"
            ]
        },
        "vlm_hidden": {
            "dtype": "float32",
            "shape": [
                2048
            ],
            "names": [
                "vlm_hidden"
            ]
        }
    }
}

Citation

BibTeX:

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