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int64
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int64
[ -0.11178994923830032, 0.0027608051896095276, 0.9984400272369385, 3.1317481994628906, 0.03689414635300636, 0.15224409103393555, 0.020833000540733337, -0.020833000540733337 ]
[ 0, 0, 0, 0.035863060504198074, -1, 0.009036056697368622, -1 ]
0
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0
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[ 0.16500000655651093, -0.03099999949336052, -0.054999999701976776, 0.008924712426960468, 0.12049412727355957, -0.0174818504601717, -1 ]
0.1
1
0
1
0
[ -0.09374191612005234, 0.003953436389565468, 1.0120174884796143, 3.133390188217163, 0.024728231132030487, 0.20486925542354584, 0.023056166246533394, -0.02310207672417164 ]
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0.2
2
0
2
0
[ -0.09216025471687317, 0.00392379704862833, 1.012182354927063, 3.1357767581939697, 0.0224038977175951, 0.19016210734844208, 0.02635297179222107, -0.026370657607913017 ]
[ 0.3630000054836273, -0.08799999952316284, -0.14900000393390656, 0.005619800183922052, 0.1136416345834732, 0.01896522380411625, -1 ]
0.3
3
0
3
0
[ -0.08932315558195114, 0.003576266812160611, 1.0112119913101196, 3.137671709060669, 0.022965962067246437, 0.17286032438278198, 0.030379753559827805, -0.030415527522563934 ]
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0.4
4
0
4
0
[ -0.08541907370090485, 0.0042382217943668365, 1.009425163269043, 3.139246940612793, 0.030377661809325218, 0.15608000755310059, 0.034075476229190826, -0.03403620049357414 ]
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0.5
5
0
5
0
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[ 0.20100000500679016, 0.2709999978542328, -0.09799999743700027, -0.014481520280241966, 0.05692533031105995, 0.08548537641763687, -1 ]
0.6
6
0
6
0
[ -0.07715843617916107, 0.0077461120672523975, 1.0044867992401123, 3.1396090984344482, 0.05864971503615379, 0.1254560351371765, 0.03748555853962898, -0.03740914538502693 ]
[ 0.21400000154972076, 0.2680000066757202, -0.20000000298023224, -0.02395813725888729, 0.06040523573756218, 0.10429853945970535, -1 ]
0.7
7
0
7
0
[ -0.07387874275445938, 0.010516242124140263, 1.0025311708450317, 3.138573408126831, 0.0780169814825058, 0.1112317219376564, 0.038160715252161026, -0.038098547607660294 ]
[ 0.14300000667572021, 0.4659999907016754, -0.09000000357627869, -0.018538188189268112, 0.058497752994298935, 0.11674563586711884, -1 ]
0.8
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0
8
0
[ -0.0711723044514656, 0.014843853190541267, 1.0009204149246216, 3.137481451034546, 0.10117723792791367, 0.09743005782365799, 0.038574375212192535, -0.038448795676231384 ]
[ 0.039000000804662704, 0.38600000739097595, -0.37299999594688416, -0.002239974681288004, 0.046461887657642365, 0.1268964558839798, -1 ]
0.9
9
0
9
0
[ -0.06927598267793655, 0.020184002816677094, 0.9981434345245361, 3.1370036602020264, 0.12505504488945007, 0.08228962123394012, 0.038788411766290665, -0.0386626236140728 ]
[ -0.0020000000949949026, 0.3569999933242798, -0.24300000071525574, 0.013544748537242413, 0.040544286370277405, 0.14203102886676788, -1 ]
1
10
0
10
0
[ -0.06799979507923126, 0.025860784575343132, 0.9949995279312134, 3.1374738216400146, 0.14939457178115845, 0.06861083954572678, 0.03890616446733475, -0.03878530114889145 ]
[ -0.04399999976158142, 0.37400001287460327, -0.453000009059906, 0.029010005295276642, 0.039307933300733566, 0.1551916003227234, -1 ]
1.1
11
0
11
0
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[ -0.052000001072883606, 0.4189999997615814, -0.5540000200271606, 0.04665867239236832, 0.04312658682465553, 0.1690979301929474, -1 ]
1.2
12
0
12
0
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1.3
13
0
13
0
[ -0.06825319677591324, 0.045331936329603195, 0.9789409637451172, 3.1482176780700684, 0.23382896184921265, 0.028364624828100204, 0.03909759595990181, -0.038946546614170074 ]
[ -0.3089999854564667, 0.328000009059906, -0.4350000023841858, 0.057182956486940384, 0.03538031503558159, 0.18374484777450562, -1 ]
1.4
14
0
14
0
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[ -0.2529999911785126, 0.2879999876022339, -0.36899998784065247, 0.05753865838050842, 0.027889305725693703, 0.19215825200080872, -1 ]
1.5
15
0
15
0
[ -0.07313032448291779, 0.05635852366685867, 0.9689019322395325, 3.157626152038574, 0.29785406589508057, 0.0038042995147407055, 0.03917696699500084, -0.03903143107891083 ]
[ -0.1979999989271164, 0.3230000138282776, -0.3009999990463257, 0.052502065896987915, 0.03453785181045532, 0.20818229019641876, -1 ]
1.6
16
0
16
0
[ -0.07562471926212311, 0.06108603626489639, 0.9647567868232727, 3.1613857746124268, 0.33361220359802246, -0.004397100768983364, 0.03921515867114067, -0.03907010704278946 ]
[ -0.28299999237060547, 0.20999999344348907, -0.23399999737739563, 0.03621900454163551, 0.04173940420150757, 0.22110439836978912, -1 ]
1.7
17
0
17
0
[ -0.07872135937213898, 0.06469259411096573, 0.9612607955932617, 3.163156747817993, 0.371534138917923, -0.013856888748705387, 0.03924977034330368, -0.039109088480472565 ]
[ -0.3050000071525574, 0.2540000081062317, -0.28600001335144043, 0.019102605059742928, 0.045420847833156586, 0.22364410758018494, -1 ]
1.8
18
0
18
0
[ -0.0823538526892662, 0.06754359602928162, 0.9578449130058289, 3.1627964973449707, 0.41138601303100586, -0.02480960823595524, 0.03928428143262863, -0.03914502635598183 ]
[ -0.37700000405311584, 0.16899999976158142, -0.4440000057220459, 0.0075861746445298195, 0.03774389624595642, 0.2273181825876236, -1 ]
1.9
19
0
19
0
[ -0.0863904058933258, 0.0696268156170845, 0.9533377289772034, 3.1603238582611084, 0.45175623893737793, -0.03724491596221924, 0.039316438138484955, -0.03918030485510826 ]
[ -0.37299999594688416, 0.2619999945163727, -0.492000013589859, 0.01726527139544487, 0.03773386776447296, 0.2278357595205307, -1 ]
2
20
0
20
0
[ -0.0906340628862381, 0.07220657169818878, 0.9477499723434448, 3.157371759414673, 0.49299097061157227, -0.04931499809026718, 0.0393507219851017, -0.039210572838783264 ]
[ -0.32499998807907104, 0.1080000028014183, -0.4880000054836273, 0.017250852659344673, 0.035002924501895905, 0.22959460318088531, -1 ]
2.1
21
0
21
0
[ -0.09471379965543747, 0.07434875518083572, 0.9417151212692261, 3.1536765098571777, 0.5331822037696838, -0.059850726276636124, 0.03938017040491104, -0.03924290090799332 ]
[ -0.3059999942779541, 0.13500000536441803, -0.47600001096725464, 0.007955066859722137, 0.031485382467508316, 0.25478917360305786, -1 ]
2.2
22
0
22
0
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[ -0.367000013589859, 0.2529999911785126, -0.5730000138282776, 0.01770716719329357, 0.020272033289074898, 0.2554234564304352, -1 ]
2.3
23
0
23
0
[ -0.10270094871520996, 0.07834864407777786, 0.9289153814315796, 3.1423089504241943, 0.6207782626152039, -0.07772378623485565, 0.03944070264697075, -0.039298128336668015 ]
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2.4
24
0
24
0
[ -0.1066654622554779, 0.0814693346619606, 0.9222680926322937, 3.136051893234253, 0.665092945098877, -0.08372630178928375, 0.03946993127465248, -0.03932308405637741 ]
[ -0.37400001287460327, 0.3199999928474426, -0.5370000004768372, 0.012409047223627567, -0.005298735108226538, 0.21887540817260742, -1 ]
2.5
25
0
25
0
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[ -0.40400001406669617, 0.3529999852180481, -0.4970000088214874, 0.016757216304540634, -0.006335758138448, 0.19996054470539093, -1 ]
2.6
26
0
26
0
[ -0.11504966765642166, 0.08850275725126266, 0.9092829823493958, 3.122755527496338, 0.745195746421814, -0.09085696935653687, 0.039525505155324936, -0.03936896473169327 ]
[ -0.375, 0.26899999380111694, -0.43299999833106995, 0.023064445704221725, -0.0038127554580569267, 0.18979154527187347, -1 ]
2.7
27
0
27
0
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[ -0.38100001215934753, 0.3610000014305115, -0.4189999997615814, 0.02729356475174427, -0.007247238419950008, 0.16766773164272308, -1 ]
2.8
28
0
28
0
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[ -0.35499998927116394, 0.2849999964237213, -0.5199999809265137, 0.027562478557229042, -0.01383349858224392, 0.1488434076309204, -1 ]
2.9
29
0
29
0
[ -0.12877164781093597, 0.10020722448825836, 0.8919100165367126, 3.106518507003784, 0.8433643579483032, -0.09242970496416092, 0.03960011899471283, -0.03943069279193878 ]
[ -0.2549999952316284, 0.2720000147819519, -0.3700000047683716, 0.027764886617660522, -0.018730826675891876, 0.1328502893447876, -1 ]
3
30
0
30
0
[ -0.13254514336585999, 0.10370904952287674, 0.8863489031791687, 3.102137327194214, 0.8698717951774597, -0.08866766095161438, 0.03962192311882973, -0.03945047780871391 ]
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3.1
31
0
31
0
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3.2
32
0
32
0
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3.3
33
0
33
0
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[ -0.2619999945163727, 0.2590000033378601, -0.27000001072883606, 0.02550770714879036, -0.014470077119767666, 0.08463563024997711, -1 ]
3.4
34
0
34
0
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3.5
35
0
35
0
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[ -0.2919999957084656, 0.18799999356269836, -0.10499999672174454, 0.023065615445375443, -0.0022878004238009453, 0.07816499471664429, -1 ]
3.6
36
0
36
0
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[ -0.36899998784065247, 0.1899999976158142, -0.22200000286102295, 0.014558759517967701, -0.006735575385391712, 0.07205496728420258, -1 ]
3.7
37
0
37
0
[ -0.1595427542924881, 0.12463544309139252, 0.8581593036651611, 3.081989049911499, 1.0029491186141968, -0.060972120612859726, 0.03975735604763031, -0.03956018015742302 ]
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3.8
38
0
38
0
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[ -0.2800000011920929, 0.1720000058412552, -0.3160000145435333, 0.00455082580447197, -0.018682673573493958, 0.05628953129053116, -1 ]
3.9
39
0
39
0
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4
40
0
40
0
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4.1
41
0
41
0
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4.2
42
0
42
0
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4.3
43
0
43
0
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4.4
44
0
44
0
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[ 0.08399999886751175, 0.13500000536441803, -0.5389999747276306, 0.003198724240064621, -0.05661708116531372, 0.05416136234998703, -1 ]
4.5
45
0
45
0
[ -0.1656431257724762, 0.1231759712100029, 0.8316887021064758, 3.05224609375, 1.0474985837936401, 0.005020278971642256, 0.030916418880224228, -0.03966802731156349 ]
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4.6
46
0
46
0
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[ -0.039000000804662704, 0.2619999945163727, -0.45399999618530273, 0.004773618653416634, -0.052549876272678375, 0.04945647343993187, -1 ]
4.7
47
0
47
0
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4.8
48
0
48
0
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4.9
49
0
49
0
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5
50
0
50
0
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5.1
51
0
51
0
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5.2
52
0
52
0
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5.3
53
0
53
0
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5.4
54
0
54
0
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5.5
55
0
55
0
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5.6
56
0
56
0
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5.7
57
0
57
0
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5.8
58
0
58
0
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5.9
59
0
59
0
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[ 0.8460000157356262, 0.11800000071525574, 1, 0.0026310873217880726, 0.025362981483340263, -0.13968618214130402, 1 ]
6
60
0
60
0
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6.1
61
0
61
0
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6.2
62
0
62
0
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6.3
63
0
63
0
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6.4
64
0
64
0
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6.5
65
0
65
0
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[ 1, -0.2770000100135803, 1, 0.008349478244781494, 0.12329643219709396, -0.24214200675487518, 1 ]
6.6
66
0
66
0
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6.7
67
0
67
0
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6.8
68
0
68
0
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6.9
69
0
69
0
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7
70
0
70
0
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7.1
71
0
71
0
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7.2
72
0
72
0
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7.3
73
0
73
0
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7.4
74
0
74
0
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7.5
75
0
75
0
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7.6
76
0
76
0
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7.7
77
0
77
0
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7.8
78
0
78
0
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7.9
79
0
79
0
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8
80
0
80
0
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8.1
81
0
81
0
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8.2
82
0
82
0
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8.3
83
0
83
0
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8.4
84
0
84
0
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8.5
85
0
85
0
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8.6
86
0
86
0
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8.7
87
0
87
0
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8.8
88
0
88
0
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8.9
89
0
89
0
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9
90
0
90
0
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9.1
91
0
91
0
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9.2
92
0
92
0
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9.3
93
0
93
0
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9.4
94
0
94
0
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9.5
95
0
95
0
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9.6
96
0
96
0
[ 0.14381542801856995, 0.10907511413097382, 0.9606424570083618, 3.200293779373169, -0.045337434858083725, 0.04004098102450371, 0.014088335447013378, -0.01723814755678177 ]
[ -0.3619999885559082, -0.3529999852180481, -0.7749999761581421, -0.04460809379816055, -0.06301693618297577, -0.007669845130294561, 1 ]
9.7
97
0
97
0
[ 0.1439731866121292, 0.10761778056621552, 0.9585062861442566, 3.19551944732666, -0.04617132619023323, 0.05535488575696945, 0.01282917708158493, -0.018518546596169472 ]
[ -0.3440000116825104, -0.28999999165534973, -0.5410000085830688, -0.04749751091003418, -0.05252436548471451, 0.0009255209006369114, 1 ]
9.8
98
0
98
0
[ 0.1439160853624344, 0.10642892122268677, 0.9572123289108276, 3.190425395965576, -0.04550325497984886, 0.07088381797075272, 0.011746552772819996, -0.019588418304920197 ]
[ -0.382999986410141, -0.257999986410141, -0.5120000243186951, -0.05066406726837158, -0.04329540580511093, 0.0072807506658136845, 1 ]
9.9
99
0
99
0
End of preview. Expand in Data Studio

This dataset was created using LeRobot.

Dataset Description

This dataset is in lerobot format of version v2.1. (feel free to upgrade it to v3.0 using lerobot cli command)

It only includes the part of Core from https://robomimic.github.io/docs/datasets/mimicgen.html.

Therefore, in total, there are 120 human demonstrations / trajectories across 12 tasks.

Upstream files are from mimicgen :

coffee.hdf5              hammer_cleanup.hdf5  mug_cleanup.hdf5   pick_place.hdf5  stack.hdf5        threading.hdf5
coffee_preparation.hdf5  kitchen.hdf5         nut_assembly.hdf5  square.hdf5      stack_three.hdf5  three_piece_assembly.hdf5

I plan to push the part of Source which includes much more trajectories: 26,000 task demonstrations across 12 tasks (26 task variants)

Upstream files

coffee_d0.hdf5              coffee_preparation_d1.hdf5  kitchen_d1.hdf5       pick_place_d0.hdf5  stack_d0.hdf5        threading_d0.hdf5             three_piece_assembly_d1.hdf5
coffee_d1.hdf5              hammer_cleanup_d0.hdf5      mug_cleanup_d0.hdf5   square_d0.hdf5      stack_d1.hdf5        threading_d1.hdf5             three_piece_assembly_d2.hdf5
coffee_d2.hdf5              hammer_cleanup_d1.hdf5      mug_cleanup_d1.hdf5   square_d1.hdf5      stack_three_d0.hdf5  threading_d2.hdf5
coffee_preparation_d0.hdf5  kitchen_d0.hdf5             nut_assembly_d0.hdf5  square_d2.hdf5      stack_three_d1.hdf5  three_piece_assembly_d0.hdf5
  • Homepage: [More Information Needed]
  • Paper: [More Information Needed]
  • License: apache-2.0

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "panda",
    "total_episodes": 120,
    "total_frames": 39977,
    "total_tasks": 10,
    "total_videos": 0,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 10,
    "splits": {
        "train": "0:120"
    },
    "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": {
        "image": {
            "dtype": "image",
            "shape": [
                84,
                84,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ]
        },
        "wrist_image": {
            "dtype": "image",
            "shape": [
                84,
                84,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ]
        },
        "state": {
            "dtype": "float32",
            "shape": [
                8
            ],
            "names": [
                "state"
            ]
        },
        "actions": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "actions"
            ]
        },
        "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
        }
    }
}

Citation

BibTeX:

[More Information Needed]
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