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observation.images.image
imagewidth (px)
256
256
observation.images.wrist_image
imagewidth (px)
256
256
observation.images.image_mask
imagewidth (px)
256
256
observation.images.wrist_mask
imagewidth (px)
256
256
observation.state
sequence
action
sequence
observation.images.object_of_interest_mask
imagewidth (px)
256
256
observation.images.object_of_interest_wrist_mask
imagewidth (px)
256
256
observation.images.image_depth
imagewidth (px)
256
256
observation.images.wrist_depth
imagewidth (px)
256
256
timestamp
float32
0
29.8
frame_index
int64
0
298
episode_index
int64
0
267
index
int64
0
36.4k
task_index
int64
0
5
[ -0.1995752900838852, -0.002486838260665536, 1.188582420349121, 3.147663116455078, -0.027316750958561897, -0.07269198447465897, 0.03623947128653526, -0.03621826320886612 ]
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0
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0.1
1
0
1
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0.2
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2
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0.3
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3
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0.4
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0.5
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[ 0.5625, 0.02142857201397419, 0, -0.046071428805589676, 0.12857143580913544, 0.1510714292526245, -1 ]
0.6
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0
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0.7
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0.8
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0.9
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0
9
0
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1
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1.1
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1.2
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1.3
13
0
13
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1.4
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14
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1.5
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15
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1.6
16
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16
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1.7
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17
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1.8
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1.9
19
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19
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2
20
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20
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2.1
21
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21
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2.2
22
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22
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2.3
23
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23
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2.4
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24
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2.5
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2.6
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26
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2.7
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2.8
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2.9
29
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3
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3.1
31
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3.2
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3.3
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3.4
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3.5
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3.6
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3.7
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3.8
38
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3.9
39
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4
40
0
40
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4.1
41
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4.2
42
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4.3
43
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4.4
44
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4.5
45
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4.6
46
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46
0
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[ 0.3482142984867096, -0.04553571343421936, -0.11249999701976776, -0.06321428716182709, 0.2314285784959793, 0.15964286029338837, -1 ]
4.7
47
0
47
0
[ -0.05359626188874245, 0.007853549905121326, 1.1037763357162476, 1.9803346395492554, 1.578705906867981, -0.8708147406578064, 0.03971397504210472, -0.039945751428604126 ]
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4.8
48
0
48
0
[ -0.04968857765197754, 0.006327195093035698, 1.1021804809570312, 1.9565796852111816, 1.6022322177886963, -0.8944467902183533, 0.03972623124718666, -0.03994819521903992 ]
[ 0.40982142090797424, -0.09375, -0.05089285597205162, -0.04821428656578064, 0.23999999463558197, 0.13285714387893677, -1 ]
4.9
49
0
49
0
[ -0.04541487619280815, 0.00448739156126976, 1.101132869720459, 1.9334046840667725, 1.6249334812164307, -0.9183900356292725, 0.03973882645368576, -0.03994967043399811 ]
[ 0.4124999940395355, -0.1205357164144516, -0.02142857201397419, -0.04714285582304001, 0.2314285784959793, 0.1307142823934555, -1 ]
5
50
0
50
0
[ -0.0406913198530674, 0.0023550265468657017, 1.1005836725234985, 1.910959005355835, 1.6462724208831787, -0.9414575695991516, 0.03975139930844307, -0.03995055332779884 ]
[ 0.4312500059604645, -0.15535713732242584, 0, -0.04285714402794838, 0.2110714316368103, 0.12214285880327225, -1 ]
5.1
51
0
51
0
[ -0.03554791584610939, -0.00011905826977454126, 1.1003204584121704, 1.8894249200820923, 1.6661463975906372, -0.9630072712898254, 0.039764221757650375, -0.039950598031282425 ]
[ 0.4312500059604645, -0.2008928507566452, 0, -0.03642857074737549, 0.18857142329216003, 0.11999999731779099, -1 ]
5.2
52
0
52
0
[ -0.03014785796403885, -0.002789972582831979, 1.1001626253128052, 1.868477702140808, 1.6852185726165771, -0.9830896258354187, 0.03977758437395096, -0.03994954004883766 ]
[ 0.43392857909202576, -0.20624999701976776, 0, -0.03214285895228386, 0.17678570747375488, 0.11892857402563095, -1 ]
5.3
53
0
53
0
[ -0.024614065885543823, -0.005545839201658964, 1.1000534296035767, 1.847843885421753, 1.7039098739624023, -1.0019904375076294, 0.03979133442044258, -0.03994756564497948 ]
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5.4
54
0
54
0
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[ 0.43660715222358704, -0.2705357074737549, 0.02410714328289032, -0.019285714253783226, 0.1542857140302658, 0.11357142776250839, -1 ]
5.5
55
0
55
0
[ -0.01316067948937416, -0.012135607190430164, 1.100268840789795, 1.8096532821655273, 1.7387632131576538, -1.0354665517807007, 0.03981911763548851, -0.03994181752204895 ]
[ 0.4258928596973419, -0.3375000059604645, 0.02142857201397419, 0, 0.13607142865657806, 0.10928571224212646, -1 ]
5.6
56
0
56
0
[ -0.007236711215227842, -0.016360023990273476, 1.1003719568252563, 1.7926485538482666, 1.7550325393676758, -1.049347996711731, 0.03983292728662491, -0.0399383082985878 ]
[ 0.4258928596973419, -0.39375001192092896, 0, 0, 0.11892857402563095, 0.10607142746448517, -1 ]
5.7
57
0
57
0
[ -0.00130947504658252, -0.02126617357134819, 1.1005282402038574, 1.7768653631210327, 1.7692939043045044, -1.0614818334579468, 0.03984726220369339, -0.03993382304906845 ]
[ 0.3776785731315613, -0.44732141494750977, 0, 0, 0.08464285731315613, 0.10178571194410324, -1 ]
5.8
58
0
58
0
[ 0.00410084705799818, -0.02650315873324871, 1.100906252861023, 1.7639517784118652, 1.7797008752822876, -1.072205901145935, 0.0398632250726223, -0.039927273988723755 ]
[ 0.23303571343421936, -0.47678571939468384, -0.008035714738070965, 0, 0.028928572311997414, 0.08892857283353806, -1 ]
5.9
59
0
59
0
[ 0.008751061744987965, -0.031733907759189606, 1.1011146306991577, 1.7538833618164062, 1.786662220954895, -1.0812636613845825, 0.039879366755485535, -0.039920128881931305 ]
[ 0.14464285969734192, -0.48750001192092896, -0.06428571790456772, 0, 0, 0.08250000327825546, -1 ]
6
60
0
60
0
[ 0.012203372083604336, -0.03681857883930206, 1.1006999015808105, 1.7465717792510986, 1.7910417318344116, -1.090246558189392, 0.039896752685308456, -0.03991134837269783 ]
[ 0, -0.47678571939468384, -0.12857143580913544, 0, -0.01607142947614193, 0.06857142597436905, -1 ]
6.1
61
0
61
0
[ 0.015063007362186909, -0.04165545850992203, 1.0999630689620972, 1.7415869235992432, 1.792409896850586, -1.0963724851608276, 0.03991228714585304, -0.039904043078422546 ]
[ 0, -0.4660714268684387, -0.1339285671710968, 0, -0.0503571443259716, 0.05999999865889549, -1 ]
6.2
62
0
62
0
[ 0.017702776938676834, -0.04648349806666374, 1.0989525318145752, 1.7377769947052002, 1.7914806604385376, -1.0990740060806274, 0.03992713615298271, -0.039897069334983826 ]
[ 0, -0.4794642925262451, -0.15267856419086456, 0, -0.062142856419086456, 0.05999999865889549, -1 ]
6.3
63
0
63
0
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6.4
64
0
64
0
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[ -0.02678571455180645, -0.47678571939468384, -0.1875, 0, -0.1039285734295845, 0.0535714291036129, -1 ]
6.5
65
0
65
0
[ 0.024358434602618217, -0.061109017580747604, 1.094231128692627, 1.7320301532745361, 1.77892005443573, -1.0894120931625366, 0.03996805474162102, -0.039877817034721375 ]
[ -0.05089285597205162, -0.43392857909202576, -0.2142857164144516, 0, -0.12535713613033295, 0.04500000178813934, -1 ]
6.6
66
0
66
0
[ 0.02580859139561653, -0.0656093955039978, 1.0921616554260254, 1.7333836555480957, 1.771192193031311, -1.081347942352295, 0.039980702102184296, -0.03987178951501846 ]
[ -0.08839285373687744, -0.4178571403026581, -0.23035714030265808, 0, -0.13928571343421936, 0.035357143729925156, -1 ]
6.7
67
0
67
0
[ 0.02679763175547123, -0.06990496069192886, 1.0899068117141724, 1.736606478691101, 1.761446237564087, -1.0713369846343994, 0.039992377161979675, -0.039866458624601364 ]
[ -0.11517857015132904, -0.3991071283817291, -0.2410714328289032, 0, -0.1574999988079071, 0.023571427911520004, -1 ]
6.8
68
0
68
0
[ 0.027260133996605873, -0.07397284358739853, 1.0874505043029785, 1.7416133880615234, 1.7497763633728027, -1.059735655784607, 0.04000253230333328, -0.03986157104372978 ]
[ -0.16339285671710968, -0.38035714626312256, -0.2571428716182709, 0, -0.17249999940395355, 0.014999999664723873, -1 ]
6.9
69
0
69
0
[ 0.027229739353060722, -0.07801328599452972, 1.0848538875579834, 1.7476264238357544, 1.7366876602172852, -1.0470279455184937, 0.04000585898756981, -0.03985767066478729 ]
[ -0.17678570747375488, -0.39642858505249023, -0.2517857253551483, 0, -0.17464286088943481, 0.008571428246796131, -1 ]
7
70
0
70
0
[ 0.026769766584038734, -0.08220076560974121, 1.0820622444152832, 1.7537305355072021, 1.7232290506362915, -1.0335909128189087, 0.040007032454013824, -0.03985469043254852 ]
[ -0.19553571939468384, -0.40714284777641296, -0.2678571343421936, 0, -0.17249999940395355, 0.008571428246796131, -1 ]
7.1
71
0
71
0
[ 0.025851331651210785, -0.08658141642808914, 1.0790355205535889, 1.7593820095062256, 1.7101681232452393, -1.0199459791183472, 0.0400073416531086, -0.03985244780778885 ]
[ -0.2142857164144516, -0.4178571403026581, -0.27589285373687744, 0, -0.1639285683631897, 0.009642857126891613, -1 ]
7.2
72
0
72
0
[ 0.024657199159264565, -0.09124264121055603, 1.0759910345077515, 1.763843059539795, 1.6982041597366333, -1.006100058555603, 0.04000699520111084, -0.03985144570469856 ]
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7.3
73
0
73
0
[ 0.02318049781024456, -0.09627819806337357, 1.072940468788147, 1.7666932344436646, 1.6880431175231934, -0.9927417039871216, 0.0400066040456295, -0.03985095024108887 ]
[ -0.19821429252624512, -0.4580357074737549, -0.24910713732242584, 0, -0.12857143580913544, 0.02250000089406967, -1 ]
7.4
74
0
74
0
[ 0.021464329212903976, -0.10153208673000336, 1.0698606967926025, 1.7681362628936768, 1.679596185684204, -0.9794483780860901, 0.040006060153245926, -0.03985125944018364 ]
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7.5
75
0
75
0
[ 0.019508855417370796, -0.10685277730226517, 1.066688060760498, 1.7688242197036743, 1.6721954345703125, -0.965745210647583, 0.04000556841492653, -0.03985203057527542 ]
[ -0.21964286267757416, -0.4446428716182709, -0.2705357074737549, 0, -0.12321428209543228, 0.031071428209543228, -1 ]
7.6
76
0
76
0
[ 0.01709463819861412, -0.11213655024766922, 1.0631039142608643, 1.7688746452331543, 1.6660022735595703, -0.952284574508667, 0.04000528156757355, -0.03985283523797989 ]
[ -0.2651785612106323, -0.4312500059604645, -0.3241071403026581, 0, -0.11464285850524902, 0.03750000149011612, -1 ]
7.7
77
0
77
0
[ 0.014303282834589481, -0.11743247509002686, 1.059131145477295, 1.7682982683181763, 1.6605955362319946, -0.9387112259864807, 0.040004756301641464, -0.03985447436571121 ]
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7.8
78
0
78
0
[ 0.011107899248600006, -0.12282272428274155, 1.0547573566436768, 1.7673150300979614, 1.655815839767456, -0.9252173900604248, 0.04000439494848251, -0.039856232702732086 ]
[ -0.2973214387893677, -0.43660715222358704, -0.375, 0, -0.10499999672174454, 0.03857142850756645, -1 ]
7.9
79
0
79
0
[ 0.007546301931142807, -0.12826669216156006, 1.0500177145004272, 1.7656973600387573, 1.6519078016281128, -0.9118126630783081, 0.040003955364227295, -0.03985850140452385 ]
[ -0.3107142746448517, -0.43392857909202576, -0.39375001192092896, 0, -0.09857142716646194, 0.04285714402794838, -1 ]
8
80
0
80
0
[ 0.003649807535111904, -0.13370133936405182, 1.0450178384780884, 1.7634299993515015, 1.6488364934921265, -0.8984658122062683, 0.040003594011068344, -0.03986097872257233 ]
[ -0.3321428596973419, -0.4258928596973419, -0.40982142090797424, 0, -0.09428571164608002, 0.046071428805589676, -1 ]
8.1
81
0
81
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": "panda",
    "total_episodes": 500,
    "total_frames": 63728,
    "total_tasks": 10,
    "total_videos": 0,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 10,
    "splits": {
        "train": "0:500"
    },
    "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.images.image_mask": {
            "dtype": "image",
            "shape": [
                256,
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                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ]
        },
        "observation.images.wrist_mask": {
            "dtype": "image",
            "shape": [
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            ],
            "names": [
                "height",
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                "channel"
            ]
        },
        "observation.state": {
            "dtype": "float32",
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            "names": [
                "state"
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        "action": {
            "dtype": "float32",
            "shape": [
                7
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            "names": [
                "action"
            ]
        },
        "observation.images.object_of_interest_mask": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ]
        },
        "observation.images.object_of_interest_wrist_mask": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ]
        },
        "observation.images.image_depth": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ]
        },
        "observation.images.wrist_depth": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ]
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
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            "names": null
        },
        "frame_index": {
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                1
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            "names": null
        },
        "episode_index": {
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                1
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            "names": null
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        "index": {
            "dtype": "int64",
            "shape": [
                1
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            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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