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action
sequence
observation.state
sequence
timestamp
float32
0
3.5
frame_index
int64
0
35
episode_index
int64
0
0
index
int64
0
35
task_index
int64
0
0
[ -26.951274871826172, 34.33805847167969, 2.8713016510009766, 94.62103271484375, 3.174774169921875, 20.748090744018555 ]
[ -5.44921875, 189.228515625, 175.4296875, 52.91015625, -2.900390625, 2.565930128097534 ]
0
0
0
0
0
[ -26.663738250732422, 33.998504638671875, 2.7904834747314453, 94.60481262207031, 3.414306640625, 20.753435134887695 ]
[ -7.646484375, 186.591796875, 173.935546875, 54.84375, -1.142578125, 3.3499643802642822 ]
0.1
1
0
1
0
[ -26.237903594970703, 34.24640655517578, 2.9783802032470703, 94.48101043701172, 3.274993896484375, 20.768043518066406 ]
[ -21.09375, 169.1015625, 158.5546875, 71.630859375, 2.548828125, 13.186030387878418 ]
0.2
2
0
2
0
[ -17.903060913085938, 148.6827392578125, 128.68212890625, 89.28926849365234, 2.5125274658203125, 18.7635555267334 ]
[ -24.08203125, 142.646484375, 135, 88.9453125, 2.8125, 19.173200607299805 ]
0.3
3
0
3
0
[ -16.62494659423828, 147.99716186523438, 127.29788208007812, 89.3960952758789, 1.491668701171875, 18.632949829101562 ]
[ -25.6640625, 114.9609375, 110.302734375, 92.4609375, 2.8125, 19.957233428955078 ]
0.4
4
0
4
0
[ -15.2569580078125, 148.2073516845703, 127.37222290039062, 89.24763488769531, -0.55975341796875, 18.188425064086914 ]
[ -20.126953125, 97.55859375, 89.384765625, 89.6484375, 2.021484375, 19.387027740478516 ]
0.5
5
0
5
0
[ -14.205188751220703, 147.41976928710938, 126.51100158691406, 89.26384735107422, -2.5170440673828125, 17.961612701416016 ]
[ -16.259765625, 101.07421875, 90.439453125, 89.47265625, 0.703125, 18.816822052001953 ]
0.6
6
0
6
0
[ -12.86871337890625, 146.79954528808594, 126.00204467773438, 89.40031433105469, -3.833251953125, 17.73211669921875 ]
[ -15.732421875, 121.81640625, 110.0390625, 90.263671875, -0.87890625, 18.317890167236328 ]
0.7
7
0
7
0
[ -11.416023254394531, 146.1853485107422, 125.49525451660156, 89.35297393798828, -5.292266845703125, 17.50200080871582 ]
[ -13.359375, 140.009765625, 123.22265625, 90.263671875, -2.4609375, 17.961511611938477 ]
0.8
8
0
8
0
[ -9.792922973632812, 145.37013244628906, 125.11360168457031, 89.0958023071289, -6.1779632568359375, 17.12413787841797 ]
[ -12.83203125, 143.7890625, 125.244140625, 90.087890625, -3.955078125, 17.961511611938477 ]
0.9
9
0
9
0
[ -8.333244323730469, 144.72454833984375, 124.77561950683594, 88.64521789550781, -7.6567535400390625, 16.804645538330078 ]
[ -10.72265625, 144.228515625, 125.419921875, 90, -5.009765625, 17.747684478759766 ]
1
10
0
10
0
[ -4.022529602050781, 142.40750122070312, 118.635986328125, 91.04085540771484, -8.8798828125, 16.501264572143555 ]
[ -9.580078125, 144.404296875, 125.419921875, 89.6484375, -6.328125, 17.46257972717285 ]
1.1
11
0
11
0
[ -2.4294586181640625, 141.484619140625, 117.52349853515625, 90.73737335205078, -9.946075439453125, 16.239316940307617 ]
[ -8.4375, 143.876953125, 125.33203125, 89.82421875, -7.20703125, 17.106201171875 ]
1.2
12
0
12
0
[ -1.3518829345703125, 140.66668701171875, 117.07496643066406, 90.09652709960938, -10.7022705078125, 15.696329116821289 ]
[ -3.603515625, 141.85546875, 121.640625, 90.439453125, -8.876953125, 16.678546905517578 ]
1.3
13
0
13
0
[ -0.3701171875, 139.98377990722656, 116.418212890625, 89.43870544433594, -12.025543212890625, 15.404659271240234 ]
[ -2.900390625, 140.80078125, 120.5859375, 90.52734375, -9.84375, 16.393442153930664 ]
1.4
14
0
14
0
[ 0.8417739868164062, 138.84848022460938, 115.68980407714844, 88.99085998535156, -12.80511474609375, 15.289043426513672 ]
[ -0.966796875, 140.185546875, 119.794921875, 90.439453125, -10.810546875, 15.965787887573242 ]
1.5
15
0
15
0
[ 1.8819656372070312, 137.64450073242188, 114.70906066894531, 88.7780532836914, -13.870132446289062, 15.25452709197998 ]
[ -0.52734375, 139.130859375, 119.53125, 90.3515625, -12.041015625, 15.751959800720215 ]
1.6
16
0
16
0
[ 2.89508056640625, 136.23580932617188, 113.76382446289062, 88.3004150390625, -14.358688354492188, 15.331819534301758 ]
[ 1.318359375, 137.98828125, 118.4765625, 90, -12.744140625, 15.751959800720215 ]
1.7
17
0
17
0
[ 3.8384857177734375, 135.29776000976562, 112.82786560058594, 87.63514709472656, -15.610687255859375, 15.35116195678711 ]
[ 1.7578125, 136.494140625, 117.333984375, 89.296875, -13.7109375, 15.751959800720215 ]
1.8
18
0
18
0
[ 10.384063720703125, 136.42642211914062, 112.93316650390625, 90.05950927734375, -19.005386352539062, 13.849815368652344 ]
[ 3.427734375, 135.439453125, 116.71875, 88.76953125, -14.501953125, 15.538131713867188 ]
1.9
19
0
19
0
[ 11.9244384765625, 135.84524536132812, 112.02046966552734, 89.64826202392578, -20.748687744140625, 13.901264190673828 ]
[ 3.603515625, 135.52734375, 116.3671875, 88.9453125, -15.64453125, 15.324304580688477 ]
2
20
0
20
0
[ 13.493637084960938, 135.2298583984375, 111.63105010986328, 89.1552505493164, -21.989028930664062, 13.80749225616455 ]
[ 10.1953125, 135.439453125, 115.751953125, 89.47265625, -18.896484375, 14.468995094299316 ]
2.1
21
0
21
0
[ 14.752754211425781, 134.46514892578125, 111.26542663574219, 88.44503021240234, -23.73193359375, 13.97281265258789 ]
[ 11.77734375, 135.087890625, 115.400390625, 89.560546875, -21.005859375, 14.255167961120605 ]
2.2
22
0
22
0
[ 16.083526611328125, 133.27264404296875, 110.44851684570312, 87.89396667480469, -24.8804931640625, 14.190763473510742 ]
[ 14.150390625, 134.560546875, 115.224609375, 89.384765625, -22.236328125, 14.255167961120605 ]
2.3
23
0
23
0
[ 17.282554626464844, 132.14932250976562, 109.50579071044922, 87.27779388427734, -26.30078125, 14.56440544128418 ]
[ 14.677734375, 133.505859375, 114.43359375, 89.296875, -23.818359375, 14.255167961120605 ]
2.4
24
0
24
0
[ 18.38774871826172, 130.7237548828125, 108.70916748046875, 86.7438735961914, -27.084274291992188, 14.727822303771973 ]
[ 16.787109375, 132.36328125, 113.203125, 88.505859375, -25.048828125, 14.183892250061035 ]
2.5
25
0
25
0
[ 19.293258666992188, 129.580078125, 108.0621337890625, 85.66056060791016, -28.037689208984375, 14.922279357910156 ]
[ 17.138671875, 131.044921875, 112.412109375, 87.890625, -26.103515625, 14.112615585327148 ]
2.6
26
0
26
0
[ 15.068069458007812, 127.8510971069336, 106.15364074707031, 88.81449127197266, -24.640914916992188, 13.935583114624023 ]
[ 18.80859375, 129.814453125, 111.708984375, 87.01171875, -26.982421875, 14.112615585327148 ]
2.7
27
0
27
0
[ 14.070220947265625, 126.29414367675781, 104.85507202148438, 88.54827117919922, -23.963516235351562, 14.22378921508789 ]
[ 18.6328125, 128.935546875, 110.830078125, 87.01171875, -26.89453125, 14.112615585327148 ]
2.8
28
0
28
0
[ 13.473716735839844, 124.66816711425781, 104.15087890625, 88.1637954711914, -23.759231567382812, 14.283978462219238 ]
[ 14.853515625, 126.650390625, 108.984375, 87.978515625, -25.224609375, 14.112615585327148 ]
2.9
29
0
29
0
[ 12.154953002929688, 123.7791748046875, 102.95862579345703, 87.31903839111328, -23.995346069335938, 14.5880765914917 ]
[ 14.58984375, 125.15625, 107.9296875, 88.06640625, -24.521484375, 14.041339874267578 ]
3
30
0
30
0
[ 11.01202392578125, 122.02751159667969, 102.00543975830078, 86.71161651611328, -23.472274780273438, 14.792357444763184 ]
[ 12.83203125, 123.92578125, 107.05078125, 87.978515625, -24.43359375, 14.041339874267578 ]
3.1
31
0
31
0
[ 9.752578735351562, 120.61014556884766, 101.09378051757812, 85.7811279296875, -23.203216552734375, 15.24829387664795 ]
[ 12.041015625, 122.431640625, 105.732421875, 87.802734375, -24.169921875, 14.041339874267578 ]
3.2
32
0
32
0
[ 8.683143615722656, 118.97357177734375, 100.06021881103516, 85.0194091796875, -22.787002563476562, 15.889993667602539 ]
[ 10.810546875, 120.849609375, 105.029296875, 87.099609375, -23.90625, 14.041339874267578 ]
3.3
33
0
33
0
[ 7.716728210449219, 117.6077880859375, 99.06747436523438, 84.06082916259766, -22.584091186523438, 16.62445831298828 ]
[ 9.31640625, 119.267578125, 103.88671875, 86.220703125, -23.466796875, 14.896650314331055 ]
3.4
34
0
34
0
[ 9.560523986816406, 114.17433166503906, 95.46403503417969, 84.9918441772461, -24.63836669921875, 15.878520965576172 ]
[ 8.7890625, 117.861328125, 102.83203125, 85.25390625, -23.203125, 15.60940933227539 ]
3.5
35
0
35
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "so100",
    "total_episodes": 1,
    "total_frames": 36,
    "total_tasks": 1,
    "total_videos": 3,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 10,
    "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": [
                6
            ],
            "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.FrontCam": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 10,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.TopCam": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 10,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.WristCam": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
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                "has_audio": false
            }
        },
        "timestamp": {
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        },
        "frame_index": {
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        "episode_index": {
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        },
        "task_index": {
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            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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