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action
sequence
observation.state
sequence
timestamp
float32
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6.4
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int64
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[ -18.376575469970703, 96.51219177246094, 94.35626220703125, 48.047279357910156, 64.53410339355469, -1.274357795715332 ]
[ -13.974609375, 82.177734375, 95.185546875, 40.693359375, 68.291015625, 5.763952255249023 ]
2.2
66
0
66
0
[ -20.778915405273438, 99.62181091308594, 94.5665283203125, 51.623321533203125, 62.80147171020508, -1.3242063522338867 ]
[ -15.99609375, 84.90234375, 95.185546875, 43.9453125, 65.830078125, 5.763952255249023 ]
2.233333
67
0
67
0
[ -22.886112213134766, 102.33686828613281, 94.75082397460938, 54.71574401855469, 61.307098388671875, -1.3415489196777344 ]
[ -17.2265625, 87.275390625, 95.2734375, 46.318359375, 64.775390625, 5.763952255249023 ]
2.266667
68
0
68
0
[ -26.09910011291504, 105.42515563964844, 95.09173583984375, 58.307151794433594, 59.43523025512695, -1.3968086242675781 ]
[ -18.369140625, 89.6484375, 95.2734375, 49.21875, 63.10546875, 5.763952255249023 ]
2.3
69
0
69
0
[ -27.701519012451172, 107.63111877441406, 95.24874877929688, 60.63542175292969, 58.22514343261719, -1.2248106002807617 ]
[ -21.181640625, 93.427734375, 95.2734375, 52.91015625, 61.787109375, 5.763952255249023 ]
2.333333
70
0
70
0
[ -29.97020721435547, 109.6295394897461, 95.40724182128906, 62.90651321411133, 56.91877746582031, -1.2433795928955078 ]
[ -24.78515625, 97.3828125, 95.537109375, 57.041015625, 59.677734375, 5.763952255249023 ]
2.366667
71
0
71
0
[ -33.86507034301758, 112.33917236328125, 96.01991271972656, 65.93081665039062, 55.13985061645508, -1.3116817474365234 ]
[ -26.19140625, 99.404296875, 95.537109375, 59.0625, 58.623046875, 5.763952255249023 ]
2.4
72
0
72
0
[ -37.693695068359375, 115.19602966308594, 96.57312774658203, 69.12456512451172, 53.68867874145508, -1.259796142578125 ]
[ -27.333984375, 100.1953125, 95.537109375, 60.908203125, 57.12890625, 5.763952255249023 ]
2.433333
73
0
73
0
[ -40.937095642089844, 116.93814086914062, 97.15459442138672, 70.91817474365234, 52.33451461791992, -1.455423355102539 ]
[ -31.9921875, 103.53515625, 96.416015625, 64.072265625, 55.546875, 5.763952255249023 ]
2.466667
74
0
74
0
[ -45.61529541015625, 119.14334106445312, 98.00621032714844, 73.2673568725586, 50.63860321044922, -1.701024055480957 ]
[ -33.75, 105.99609375, 96.416015625, 66.26953125, 54.228515625, 5.763952255249023 ]
2.5
75
0
75
0
[ -49.0500373840332, 120.59808349609375, 98.76051330566406, 74.61597442626953, 49.51072692871094, -1.8194293975830078 ]
[ -37.6171875, 108.80859375, 97.294921875, 68.90625, 52.822265625, 5.763952255249023 ]
2.533333
76
0
76
0
[ -52.8140983581543, 122.27338409423828, 99.75071716308594, 76.26823425292969, 48.48329162597656, -1.6274051666259766 ]
[ -43.505859375, 112.236328125, 98.349609375, 72.0703125, 50.625, 5.763952255249023 ]
2.566667
77
0
77
0
[ -55.09956741333008, 122.97452545166016, 100.41088104248047, 76.99896240234375, 47.8415641784668, -1.7567930221557617 ]
[ -46.7578125, 113.994140625, 98.349609375, 73.388671875, 49.658203125, 5.763952255249023 ]
2.6
78
0
78
0
[ -59.23383331298828, 124.11062622070312, 101.78790283203125, 78.13941955566406, 46.80262756347656, -1.8656435012817383 ]
[ -50.888671875, 114.2578125, 99.052734375, 75.322265625, 48.603515625, 5.763952255249023 ]
2.633333
79
0
79
0
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2.666667
80
0
80
0
[ -66.17288208007812, 124.61377716064453, 103.9983139038086, 79.08137512207031, 44.64833068847656, -2.3456039428710938 ]
[ -56.337890625, 116.630859375, 101.162109375, 77.255859375, 46.669921875, 5.763952255249023 ]
2.7
81
0
81
0
[ -68.59351348876953, 124.55148315429688, 104.71804809570312, 79.62439727783203, 43.542381286621094, -1.899949073791504 ]
[ -60.64453125, 117.509765625, 102.041015625, 77.607421875, 45.615234375, 5.763952255249023 ]
2.733333
82
0
82
0
[ -71.0534896850586, 124.20655822753906, 105.5369873046875, 79.47789001464844, 42.606224060058594, -2.0510807037353516 ]
[ -62.841796875, 117.421875, 103.095703125, 78.3984375, 44.736328125, 5.763952255249023 ]
2.766667
83
0
83
0
[ -72.68121337890625, 123.86735534667969, 106.07493591308594, 79.36891174316406, 41.873817443847656, -2.2896251678466797 ]
[ -66.884765625, 117.421875, 104.150390625, 78.57421875, 43.76953125, 5.763952255249023 ]
2.8
84
0
84
0
[ -74.81058502197266, 123.11955261230469, 106.93234252929688, 78.98878479003906, 40.576942443847656, -2.6977005004882812 ]
[ -70.048828125, 117.421875, 105.205078125, 78.662109375, 42.451171875, 5.763952255249023 ]
2.833333
85
0
85
0
[ -76.40019226074219, 122.29991912841797, 107.38419342041016, 78.4889907836914, 39.61930465698242, -2.9949951171875 ]
[ -71.015625, 117.421875, 106.171875, 78.75, 41.66015625, 5.763952255249023 ]
2.866667
86
0
86
0
[ -78.04393768310547, 120.85694122314453, 107.95153045654297, 77.72755432128906, 38.43194580078125, -3.01055908203125 ]
[ -73.212890625, 117.421875, 106.34765625, 78.486328125, 40.60546875, 5.763952255249023 ]
2.9
87
0
87
0
[ -78.25366973876953, 119.51931762695312, 108.35498046875, 77.14303588867188, 38.547752380371094, 1.5692081451416016 ]
[ -75.146484375, 117.421875, 107.2265625, 78.486328125, 39.638671875, 5.763952255249023 ]
2.933333
88
0
88
0
[ -78.84654235839844, 118.2442855834961, 108.30078125, 76.87482452392578, 38.60735321044922, 9.881754875183105 ]
[ -76.46484375, 117.421875, 107.2265625, 77.87109375, 38.84765625, 5.763952255249023 ]
2.966667
89
0
89
0
[ -78.95608520507812, 116.84025573730469, 109.05329895019531, 76.26473999023438, 40.04914093017578, 30.357181549072266 ]
[ -77.51953125, 117.421875, 108.10546875, 77.6953125, 38.583984375, 5.763952255249023 ]
3
90
0
90
0
[ -78.75053405761719, 116.06388854980469, 109.30340576171875, 75.78624725341797, 40.79283905029297, 40.6336669921875 ]
[ -77.51953125, 117.333984375, 108.10546875, 76.728515625, 38.583984375, 8.966148376464844 ]
3.033333
91
0
91
0
[ -78.38809967041016, 116.00668334960938, 109.70504760742188, 75.62791442871094, 41.63782501220703, 47.082950592041016 ]
[ -77.607421875, 116.630859375, 108.896484375, 76.552734375, 39.0234375, 10.430008888244629 ]
3.066667
92
0
92
0
[ -78.29694366455078, 115.63270568847656, 109.80499267578125, 75.46434783935547, 42.160858154296875, 50.72917556762695 ]
[ -77.607421875, 115.6640625, 108.984375, 75.673828125, 39.375, 29.73467445373535 ]
3.1
93
0
93
0
[ -78.2960433959961, 115.73440551757812, 110.2723617553711, 75.47566986083984, 42.771583557128906, 54.390655517578125 ]
[ -77.607421875, 115.576171875, 108.984375, 75.5859375, 40.4296875, 43.915828704833984 ]
3.133333
94
0
94
0
[ -78.11260223388672, 115.81655883789062, 110.40634155273438, 75.48363494873047, 43.18645477294922, 55.56111526489258 ]
[ -77.607421875, 114.9609375, 108.984375, 75.5859375, 41.220703125, 47.849952697753906 ]
3.166667
95
0
95
0
[ -77.823974609375, 116.23727416992188, 110.63395690917969, 75.47944641113281, 43.60550308227539, 56.15576934814453 ]
[ -77.607421875, 114.521484375, 109.951171875, 75.41015625, 41.484375, 52.42451858520508 ]
3.2
96
0
96
0
[ -77.14556884765625, 116.3575439453125, 110.40011596679688, 75.55918884277344, 44.07514953613281, 56.03177261352539 ]
[ -77.607421875, 114.609375, 110.21484375, 75.5859375, 42.451171875, 54.43732833862305 ]
3.233333
97
0
97
0
[ -76.71441650390625, 116.69956970214844, 110.380859375, 75.61650085449219, 44.48063659667969, 55.45128631591797 ]
[ -77.607421875, 114.609375, 110.21484375, 75.5859375, 42.5390625, 55.35224151611328 ]
3.266667
98
0
98
0
[ -74.90815734863281, 117.28573608398438, 109.98179626464844, 75.67778778076172, 45.44554138183594, 53.092498779296875 ]
[ -77.51953125, 114.609375, 110.21484375, 75.5859375, 43.330078125, 55.62671661376953 ]
3.3
99
0
99
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "so100",
    "total_episodes": 4,
    "total_frames": 769,
    "total_tasks": 1,
    "total_videos": 8,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 30,
    "splits": {
        "train": "0:4"
    },
    "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": [
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            "names": [
                "main_shoulder_pan",
                "main_shoulder_lift",
                "main_elbow_flex",
                "main_wrist_flex",
                "main_wrist_roll",
                "main_gripper"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "main_shoulder_pan",
                "main_shoulder_lift",
                "main_elbow_flex",
                "main_wrist_flex",
                "main_wrist_roll",
                "main_gripper"
            ]
        },
        "observation.images.laptop": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.fps": 30.0,
                "video.height": 480,
                "video.width": 640,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.images.phone": {
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            "shape": [
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                640,
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            ],
            "names": [
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                "channels"
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            "info": {
                "video.fps": 30.0,
                "video.height": 480,
                "video.width": 640,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
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            "names": null
        },
        "frame_index": {
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            "names": null
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        "episode_index": {
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            "names": null
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        "index": {
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        "task_index": {
            "dtype": "int64",
            "shape": [
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            "names": null
        }
    }
}

Citation

BibTeX:

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