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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
45.6
frame_index
int64
0
456
episode_index
int64
0
152
index
int64
0
42.2k
task_index
int64
0
3
[ -0.19946953654289246, -0.006307082716375589, 1.1821738481521606, 3.131434679031372, 0.004867001436650753, -0.002938520396128297, 0.036224447190761566, -0.03623290732502937 ]
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0
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0
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0.1
1
0
1
0
[ -0.1993178129196167, -0.004670513328164816, 1.1819735765457153, 3.131533145904541, 0.005508348345756531, -0.0023887832649052143, 0.038130342960357666, -0.03813453018665314 ]
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0.2
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0
2
0
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[ 0.008035714738070965, 0.13124999403953552, 0, 0, 0, -0.002142857061699033, -1 ]
0.3
3
0
3
0
[ -0.1991804987192154, -0.0015740836970508099, 1.1818997859954834, 3.1319432258605957, 0.006053771823644638, -0.0019500231137499213, 0.03873786702752113, -0.038718316704034805 ]
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0.4
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0
4
0
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0.5
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0
5
0
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0.6
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0
6
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[ 0, 0.2785714268684387, 0, 0, 0, -0.004285714123398066, -1 ]
0.7
7
0
7
0
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0.8
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0
8
0
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0.9
9
0
9
0
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1
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0
10
0
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1.1
11
0
11
0
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1.2
12
0
12
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1.3
13
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13
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1.4
14
0
14
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1.5
15
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15
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1.6
16
0
16
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1.7
17
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17
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1.8
18
0
18
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1.9
19
0
19
0
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2
20
0
20
0
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2.1
21
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21
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[ 0.20357142388820648, 0.5758928656578064, -0.18482142686843872, 0, -0.017142856493592262, 0, -1 ]
2.2
22
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22
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2.3
23
0
23
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2.4
24
0
24
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2.5
25
0
25
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2.6
26
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26
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2.7
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27
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2.8
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2.9
29
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29
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3
30
0
30
0
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3.1
31
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31
0
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3.2
32
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32
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3.3
33
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33
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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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38
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3.9
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4
40
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40
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4.1
41
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41
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4.2
42
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4.3
43
0
43
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4.4
44
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44
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4.5
45
0
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4.6
46
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46
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4.7
47
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47
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4.8
48
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48
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4.9
49
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49
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5
50
0
50
0
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[ -0.18214285373687744, 0.07232142984867096, -0.4124999940395355, -0.023571427911520004, 0, 0.013928571715950966, -1 ]
5.1
51
0
51
0
[ -0.20399479568004608, 0.1998681128025055, 0.9784712791442871, 3.124314308166504, 0.053185220807790756, 0.1859801560640335, 0.039871785789728165, -0.03983956202864647 ]
[ -0.1875, 0.0803571417927742, -0.39375001192092896, -0.02678571455180645, 0, 0.01607142947614193, -1 ]
5.2
52
0
52
0
[ -0.20651352405548096, 0.2005910873413086, 0.9733043313026428, 3.121518135070801, 0.05766240134835243, 0.18627174198627472, 0.03987683355808258, -0.03984689339995384 ]
[ -0.1875, 0.08571428805589676, -0.3776785731315613, -0.028928572311997414, 0, 0.017142856493592262, -1 ]
5.3
53
0
53
0
[ -0.208995059132576, 0.20144513249397278, 0.9684444069862366, 3.118236541748047, 0.06275907903909683, 0.1864866018295288, 0.03988165408372879, -0.03985392302274704 ]
[ -0.1875, 0.10982143133878708, -0.3508928716182709, -0.035357143729925156, 0, 0.020357143133878708, -1 ]
5.4
54
0
54
0
[ -0.2114008516073227, 0.2025061696767807, 0.963870108127594, 3.114494800567627, 0.06838221848011017, 0.18674035370349884, 0.03988625854253769, -0.03986066207289696 ]
[ -0.17678570747375488, 0.12857143580913544, -0.3321428596973419, -0.03857142850756645, 0, 0.02142857201397419, -1 ]
5.5
55
0
55
0
[ -0.21361511945724487, 0.20376962423324585, 0.9595018625259399, 3.11043643951416, 0.07401052862405777, 0.18715383112430573, 0.03989044949412346, -0.039867330342531204 ]
[ -0.15000000596046448, 0.13660714030265808, -0.31607142090797424, -0.039642855525016785, 0, 0.02142857201397419, -1 ]
5.6
56
0
56
0
[ -0.21565763652324677, 0.20524992048740387, 0.955267608165741, 3.1062052249908447, 0.07939986139535904, 0.18759913742542267, 0.03989439457654953, -0.03987377509474754 ]
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5.7
57
0
57
0
[ -0.21756978332996368, 0.20690970122814178, 0.9512092471122742, 3.1016530990600586, 0.0846080332994461, 0.18801268935203552, 0.03989788144826889, -0.039880234748125076 ]
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5.8
58
0
58
0
[ -0.21943765878677368, 0.20871707797050476, 0.9472854137420654, 3.0967752933502197, 0.08965412527322769, 0.18808729946613312, 0.0399010106921196, -0.03988662362098694 ]
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5.9
59
0
59
0
[ -0.22130845487117767, 0.21062615513801575, 0.9434301853179932, 3.0917866230010986, 0.09435129165649414, 0.18755307793617249, 0.03990371897816658, -0.039893027395009995 ]
[ -0.04553571343421936, 0.16607142984867096, -0.22499999403953552, -0.04714285582304001, 0.02250000089406967, 0.02142857201397419, -1 ]
6
60
0
60
0
[ -0.22318841516971588, 0.21254810690879822, 0.9396013021469116, 3.0869140625, 0.09830033034086227, 0.18618568778038025, 0.03990590572357178, -0.0398995615541935 ]
[ 0, 0.15535713732242584, -0.19821429252624512, -0.046071428805589676, 0.035357143729925156, 0.019285714253783226, -1 ]
6.1
61
0
61
0
[ -0.2252323478460312, 0.21438468992710114, 0.9357860088348389, 3.0824198722839355, 0.10146748274564743, 0.1836118996143341, 0.039424631744623184, -0.039451420307159424 ]
[ 0, 0.13124999403953552, -0.18482142686843872, -0.040714286267757416, 0.04500000178813934, 0.018214285373687744, 1 ]
6.2
62
0
62
0
[ -0.22739391028881073, 0.21604391932487488, 0.9320909976959229, 3.0784213542938232, 0.10419909656047821, 0.18015959858894348, 0.03720860183238983, -0.03727465867996216 ]
[ 0, 0.11517857015132904, -0.17142857611179352, -0.03857142850756645, 0.04928571358323097, 0.018214285373687744, 1 ]
6.3
63
0
63
0
[ -0.2295100837945938, 0.21755531430244446, 0.9285982251167297, 3.0748653411865234, 0.10698545724153519, 0.17628957331180573, 0.0337834395468235, -0.033875007182359695 ]
[ 0, 0.11249999701976776, -0.16339285671710968, -0.03857142850756645, 0.051428571343421936, 0.019285714253783226, 1 ]
6.4
64
0
64
0
[ -0.2298969030380249, 0.22132110595703125, 0.9283588528633118, 3.076549530029297, 0.10890912264585495, 0.18204280734062195, 0.029707107692956924, -0.0299803726375103 ]
[ 0, 0.10178571194410324, -0.14464285969734192, -0.03750000149011612, 0.05785714462399483, 0.020357143133878708, 1 ]
6.5
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0
65
0
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[ 0, 0.09910714626312256, -0.12857143580913544, -0.035357143729925156, 0.06321428716182709, 0.02142857201397419, 1 ]
6.6
66
0
66
0
[ -0.23019640147686005, 0.22548054158687592, 0.9280940890312195, 3.0769026279449463, 0.10957594215869904, 0.18561097979545593, 0.033562250435352325, -0.02583370916545391 ]
[ 0, 0.09107142686843872, -0.10178571194410324, -0.031071428209543228, 0.07500000298023224, 0.02142857201397419, 1 ]
6.7
67
0
67
0
[ -0.2303037941455841, 0.22684699296951294, 0.9280416965484619, 3.077749490737915, 0.10984860360622406, 0.18429778516292572, 0.034921880811452866, -0.02444545179605484 ]
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6.8
68
0
68
0
[ -0.23043449223041534, 0.2280682623386383, 0.9280144572257996, 3.07890248298645, 0.11076407879590988, 0.18073947727680206, 0.03614727035164833, -0.022949721664190292 ]
[ 0, 0.06964285671710968, -0.0401785708963871, -0.02250000089406967, 0.1007142886519432, 0.023571427911520004, 1 ]
6.9
69
0
69
0
[ -0.23057152330875397, 0.2292487770318985, 0.9280433058738708, 3.0814733505249023, 0.11175688356161118, 0.17565315961837769, 0.037326421588659286, -0.021755456924438477 ]
[ 0.04553571343421936, 0.0401785708963871, -0.008035714738070965, -0.011785713955760002, 0.12535713613033295, 0.027857143431901932, 1 ]
7
70
0
70
0
[ -0.230722114443779, 0.23027153313159943, 0.9281342625617981, 3.0852065086364746, 0.1135866641998291, 0.16894572973251343, 0.03834119439125061, -0.020595017820596695 ]
[ 0.0535714291036129, 0.02410714328289032, 0, -0.009642857126891613, 0.1339285671710968, 0.035357143729925156, 1 ]
7.1
71
0
71
0
[ -0.2309170514345169, 0.23105917870998383, 0.9282740354537964, 3.0894389152526855, 0.11751879751682281, 0.16026899218559265, 0.039139989763498306, -0.019491931423544884 ]
[ 0.04553571343421936, 0, 0, -0.007499999832361937, 0.1403571367263794, 0.04500000178813934, 1 ]
7.2
72
0
72
0
[ -0.23121145367622375, 0.23097476363182068, 0.9282737374305725, 3.092576503753662, 0.12385337799787521, 0.14790844917297363, 0.03908140957355499, -0.014536172151565552 ]
[ 0.0401785708963871, 0, -0.02946428582072258, -0.0010714285308495164, 0.1403571367263794, 0.062142856419086456, 1 ]
7.3
73
0
73
0
[ -0.23153391480445862, 0.23039071261882782, 0.9282676577568054, 3.0953073501586914, 0.13243399560451508, 0.13286562263965607, 0.03854447975754738, -0.01038318406790495 ]
[ 0.0026785715017467737, 0, -0.05624999850988388, 0, 0.13500000536441803, 0.07500000298023224, 1 ]
7.4
74
0
74
0
[ -0.23183119297027588, 0.22973060607910156, 0.9282042384147644, 3.098055124282837, 0.14354440569877625, 0.11603398621082306, 0.03800394386053085, -0.008306551724672318 ]
[ 0, 0, -0.10178571194410324, 0, 0.12214285880327225, 0.1039285734295845, 1 ]
7.5
75
0
75
0
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[ 0, 0, -0.1205357164144516, -0.002142857061699033, 0.10928571224212646, 0.11678571254014969, 1 ]
7.6
76
0
76
0
[ -0.2322998344898224, 0.2284340262413025, 0.9280257225036621, 3.1021506786346436, 0.1739998608827591, 0.0796513557434082, 0.03710588812828064, -0.007426511961966753 ]
[ 0, 0, -0.1339285671710968, -0.004285714123398066, 0.09857142716646194, 0.12964285910129547, 1 ]
7.7
77
0
77
0
[ -0.23252686858177185, 0.22774113714694977, 0.9279397130012512, 3.1029858589172363, 0.19381394982337952, 0.06115008518099785, 0.03670203685760498, -0.007621833123266697 ]
[ -0.013392857275903225, 0, -0.1473214328289032, -0.007499999832361937, 0.0867857113480568, 0.14678572118282318, 1 ]
7.8
78
0
78
0
[ -0.2327803522348404, 0.22706399857997894, 0.9278365969657898, 3.1030285358428955, 0.21723684668540955, 0.04314342886209488, 0.03630992770195007, -0.00777301425114274 ]
[ -0.03750000149011612, 0, -0.16875000298023224, -0.006428571417927742, 0.07928571105003357, 0.16821429133415222, 1 ]
7.9
79
0
79
0
[ -0.2330603450536728, 0.22645097970962524, 0.9277135729789734, 3.102360725402832, 0.24466244876384735, 0.02636851742863655, 0.036108337342739105, -0.007956615649163723 ]
[ -0.07232142984867096, 0, -0.21160714328289032, -0.004285714123398066, 0.05999999865889549, 0.20999999344348907, 1 ]
8
80
0
80
0
[ -0.23338983952999115, 0.22585061192512512, 0.9276250004768372, 3.1006391048431396, 0.2765035927295685, 0.01155144814401865, 0.03595445677638054, -0.008083953522145748 ]
[ -0.08839285373687744, 0, -0.2276785671710968, -0.006428571417927742, 0.04392857104539871, 0.23250000178813934, 1 ]
8.1
81
0
81
0
[ -0.23378174006938934, 0.22524353861808777, 0.9276239275932312, 3.0978825092315674, 0.31185516715049744, -0.00042086662142537534, 0.035864345729351044, -0.008142904378473759 ]
[ -0.09642857313156128, 0, -0.2544642984867096, -0.007499999832361937, 0.02250000089406967, 0.2517857253551483, 1 ]
8.2
82
0
82
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": 138090,
    "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",
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                "channel"
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        },
        "observation.images.wrist_mask": {
            "dtype": "image",
            "shape": [
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                "channel"
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        "observation.state": {
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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,
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                3
            ],
            "names": [
                "height",
                "width",
                "channel"
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        },
        "timestamp": {
            "dtype": "float32",
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        "frame_index": {
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                1
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        "episode_index": {
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            "names": null
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        "index": {
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            "shape": [
                1
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            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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