driver-drowsiness-detection-3 - Data acquisition - Testing

Nugro Isworo / driver-drowsiness-detection-3 Public

Target: Raspberry Pi 5 Clone this project

Data sources

Data collected

1,200 items

Train / test split

80% / 20%

Dataset

Training (960)

Test (240)

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videoplayback_mp4-376_jpg.rf.6b9eaa956f38a3c131ba1a2e07400f13.jpg.56ba6q72.ingestion-85964c49dc-7nb8s

mata_terpejam

tidak_menguap

ID: 1290960044

2131

tidak_menguap

mata_terbuka

ID: 1290957438

2132

tidak_menguap

mata_terbuka

ID: 1290957437

2133

tidak_menguap

mata_terbuka

ID: 1290957436

2134

tidak_menguap

mata_terbuka

ID: 1290957435

2136

tidak_menguap

mata_terbuka

ID: 1290957432

22-09-23_mp4-1812_jpg.rf.6c9908cf85f9e4a753cd10fb22657f1b

mata_terpejam

tidak_menguap

ID: 1232018043

22-09-23_mp4-2056_jpg.rf.7542982e774715addb4c1ab298b9e587

mata_terpejam

menguap

ID: 1232017837

326

mata_terpejam

menguap

ID: 1232017836

22-09-23_mp4-2107_jpg.rf.a36ae079ea05fe3278eafccda9c2f3ee

mata_terpejam

menguap

ID: 1232017735

videoplayback_mp4-55_jpg.rf.4ed61374117ef6c00ac147b52af6a842

mata_terpejam

menguap

mata_terpejam

ID: 1189868123

videoplayback_mp4-77_jpg.rf.9541389d247a7c5f66d31efe81b771ca

mata_terpejam

menguap

mata_terpejam

ID: 1189868122

22-09-23_mp4-1031_jpg.rf.a367d1328d4a8adeeb6fdbea8c0821de

mata_terpejam

menguap

mata_terpejam

ID: 1189868121

22-09-23_mp4-859_jpg.rf.a66548bd096790be8fb3355d5f4cfe2f

mata_terpejam

menguap

mata_terpejam

ID: 1189868120

22-09-23_mp4-439_jpg.rf.58928644ae4a5f0cc7288ef428b53759

mata_terpejam

menguap

mata_terpejam

ID: 1189868119

22-09-23_mp4-2062_jpg.rf.97d8919393fcce1ce0095d3bae5447e8

mata_terpejam

menguap

mata_terpejam

ID: 1189868118

22-09-23_mp4-1155_jpg.rf.8567e7625f56a49ba8a33bdb01297c05

mata_terpejam

menguap

mata_terpejam

ID: 1189868116

22-09-23_mp4-955_jpg.rf.b710dfad18e33bf5d3b3f49a8239c71f

mata_terpejam

menguap

mata_terpejam

ID: 1189868115

22-09-23_mp4-601_jpg.rf.0de0c955175d9653ebecf6f1af6daa28

mata_terpejam

menguap

mata_terpejam

ID: 1189868114

22-09-23_mp4-1126_jpg.rf.a4ed38caf92cfa65c1ec159bf861cae7

mata_terpejam

menguap

mata_terpejam

ID: 1189868113

22-09-23_mp4-1135_jpg.rf.842d289657815c98549405582810da1a

mata_terpejam

menguap

mata_terpejam

ID: 1189868112

videoplayback_mp4-83_jpg.rf.efa9810ab1717e89560c78b80769dfbd

mata_terpejam

menguap

mata_terpejam

ID: 1189868111

videoplayback_mp4-60_jpg.rf.950f298f544acdc617070516c86c30ac

mata_terpejam

menguap

mata_terpejam

ID: 1189868109

22-09-23_mp4-452_jpg.rf.7c0c628b2fd9178825a2c493451075ba

mata_terpejam

menguap

mata_terpejam

ID: 1189868108

22-09-23_mp4-1946_jpg.rf.ba129476341188704ca8a107dead1015

mata_terpejam

menguap

mata_terpejam

ID: 1189868107

22-09-23_mp4-2070_jpg.rf.b3c69b57121aeba7a8edb9d307db9dc0

mata_terpejam

menguap

mata_terpejam

ID: 1189868106

22-09-23_mp4-1101_jpg.rf.ecd5c4f6f119058c9f400b591ce0fcdc

mata_terpejam

menguap

mata_terpejam

ID: 1189868105

22-09-23_mp4-88_jpg.rf.d98f64050fb148989222e5fc12a030eb

mata_terpejam

menguap

mata_terpejam

ID: 1189868104

videoplayback_mp4-217_jpg.rf.7079d912c3689f222682d26c036170ad

mata_terpejam

menguap

mata_terpejam

ID: 1189868103

22-09-23_mp4-756_jpg.rf.55fea018f7422d4b7736c75201c20067

mata_terpejam

menguap

mata_terpejam

ID: 1189868102

22-09-23_mp4-801_jpg.rf.329e214d892146693fca4a3e3d5b6c4d

mata_terpejam

menguap

mata_terpejam

ID: 1189868101

22-09-23_mp4-1116_jpg.rf.a2fa5e763bb0c0785ef8fb43ca2d1b7e

mata_terpejam

menguap

mata_terpejam

ID: 1189868100

22-09-23_mp4-2054_jpg.rf.cc3c0e608648d13bfbcb7ec68ddabd5d

mata_terpejam

menguap

mata_terpejam

ID: 1189868099

22-09-23_mp4-947_jpg.rf.e640ae7ec31dbd97dccb9c61c7006458

mata_terpejam

menguap

mata_terpejam

ID: 1189868098

videoplayback_mp4-150_jpg.rf.648def8c97d7891251fb70acb74e9525

mata_terpejam

menguap

mata_terpejam

ID: 1189868097

22-09-23_mp4-139_jpg.rf.d5465b7bdeecf0d8c635f0b54715c14d

mata_terpejam

menguap

mata_terpejam

ID: 1189868096

22-09-23_mp4-1592_jpg.rf.55f120dbe53ce9c9b5e0e670f3ee1a48

mata_terpejam

menguap

mata_terpejam

ID: 1189868095

22-09-23_mp4-1106_jpg.rf.ab0a6ee2f7d4843574b810a41254db79

mata_terpejam

menguap

mata_terpejam

ID: 1189868094

22-09-23_mp4-2057_jpg.rf.44461d26a2f98157c7ee4786b549e249

mata_terpejam

menguap

mata_terpejam

ID: 1189868093

22-09-23_mp4-795_jpg.rf.511930a7db91c55dd0ac33d472102db1

mata_terpejam

menguap

mata_terpejam

ID: 1189868092

22-09-23_mp4-2115_jpg.rf.e5acd8cda8f2d40ede627d2395c17184

mata_terpejam

menguap

mata_terpejam

ID: 1189868091

22-09-23_mp4-470_jpg.rf.fed998f87130b00aa98ca3194df74511

mata_terpejam

menguap

mata_terpejam

ID: 1189868090

22-09-23_mp4-852_jpg.rf.68b05a89c084b7572323be124ef1938a

mata_terpejam

menguap

mata_terpejam

ID: 1189868089

22-09-23_mp4-30_jpg.rf.60b9e2ff8845725a038b59a18ebe0fe4

mata_terpejam

menguap

mata_terpejam

ID: 1189868088

22-09-23_mp4-66_jpg.rf.3d10c2a419a1c20888b4da8fca18c5a2

mata_terpejam

menguap

mata_terpejam

ID: 1189868087

22-09-23_mp4-86_jpg.rf.d2a568b715398d35d17840277da8afef

mata_terpejam

menguap

mata_terpejam

ID: 1189868086

22-09-23_mp4-942_jpg.rf.3e28b3402b9e10cfcc3879df8f658417

mata_terpejam

menguap

ID: 1189868085

22-09-23_mp4-1521_jpg.rf.923d81ff5e623d394fd01301a055ee7f

mata_terpejam

menguap

ID: 1189868084

videoplayback_mp4-211_jpg.rf.a87649ec987957260a4beb4a20a5bfe7

mata_terpejam

menguap

ID: 1189868083

22-09-23_mp4-1114_jpg.rf.b6aea1e3b3a6f347d79c1e7e4ffb95c9

mata_terpejam

menguap

ID: 1189868082

22-09-23_mp4-438_jpg.rf.4d459c3d733743c445edf1d273d01f8f

mata_terpejam

menguap

ID: 1189868081

2023-09-22-12-05-19_mp4-294_jpg.rf.29f3c71dba4a5a5071fce0ebe035de59

mata_terpejam

menguap

ID: 1189868080

22-09-23_mp4-16_jpg.rf.9b944859b91e88d3cf70cfbfa17315e5

mata_terbuka

menguap

ID: 1189868079

22-09-23_mp4-1781_jpg.rf.e508ee7d46c00a5fa5a32420ddb10124

mata_terbuka

menguap

ID: 1189868078

videoplayback_mp4-224_jpg.rf.68aff37da68bc1699c1f8dcc9478e4f9

mata_terbuka

menguap

ID: 1189868077

22-09-23_mp4-1986_jpg.rf.7c81f730380d1ea43b904bd9c8fb2281

mata_terbuka

menguap

ID: 1189868076

22-09-23_mp4-631_jpg.rf.32c07bbdde209c80ce69a6e7691b85e6

mata_terbuka

menguap

ID: 1189868075

22-09-23_mp4-121_jpg.rf.4f9e5b5f1e0b36d320fa9251dacee386

mata_terbuka

menguap

ID: 1189868074

22-09-23_mp4-1760_jpg.rf.f2b860e14009e2d1e6a98a969f9f5b30

mata_terbuka

menguap

ID: 1189868073

22-09-23_mp4-117_jpg.rf.a25c1900a992771f9b4b01e883a91fcd

mata_terbuka

menguap

ID: 1189868072

22-09-23_mp4-2089_jpg.rf.b8a5f48f3721d2b7ef3cade310250d18

mata_terbuka

menguap

ID: 1189868071

22-09-23_mp4-1778_jpg.rf.d091c254cae06021ef6e166468a898ed

mata_terbuka

menguap

ID: 1189868070

22-09-23_mp4-1756_jpg.rf.b698059797b695dbf9ceb02ae63419b3

mata_terbuka

menguap

ID: 1189868069

22-09-23_mp4-1009_jpg.rf.87d9f194b560eb8c150a776ea5cc6ffb

mata_terbuka

menguap

ID: 1189868068

videoplayback_mp4-42_jpg.rf.4bc01f4360f204e320d4cef0d8b69767

mata_terbuka

menguap

ID: 1189868067

22-09-23_mp4-2025_jpg.rf.b8037c57f9c10ea80a9a8af789ff5037

mata_terbuka

menguap

ID: 1189868066

22-09-23_mp4-1988_jpg.rf.6cfface753098b4ef2ef86c771ad4cdf

mata_terbuka

menguap

ID: 1189868065

22-09-23_mp4-1490_jpg.rf.c515efe69c1f5d083e8f1b46bab4f057

mata_terbuka

menguap

ID: 1189868064

22-09-23_mp4-1190_jpg.rf.170055c7a97c6771f49dd99243128ba1

mata_terbuka

menguap

ID: 1189868063

22-09-23_mp4-1195_jpg.rf.067650ae6777f7dc1bffa7149e999256

mata_terbuka

menguap

ID: 1189868062

22-09-23_mp4-1777_jpg.rf.c2789629165be285d17ca04eb9ee4495

mata_terbuka

menguap

ID: 1189868061

22-09-23_mp4-1754_jpg.rf.3a5e2bbb102f3c22db0b2d43b02a6017

mata_terbuka

menguap

ID: 1189868060

22-09-23_mp4-1384_jpg.rf.1362ca02c84b3a5bdd20d1a9032011a1

mata_terbuka

menguap

ID: 1189868059

22-09-23_mp4-1993_jpg.rf.d8c944f8d8f7875b5bb08aca99cbf5a0

mata_terbuka

menguap

ID: 1189868058

22-09-23_mp4-120_jpg.rf.28067f492840a902a19ae5f0b1745bb8

mata_terbuka

menguap

ID: 1189868057

22-09-23_mp4-1403_jpg.rf.e996f4eae73c45822c71d97d5993bbac

mata_terbuka

menguap

ID: 1189868056

22-09-23_mp4-61_jpg.rf.00b9bc9ffef540b94aa26e42e201c4cf

mata_terbuka

menguap

ID: 1189868055

22-09-23_mp4-1772_jpg.rf.765a14e8956675248a4d8c0ce262dfde

mata_terbuka

menguap

ID: 1189868054

22-09-23_mp4-1013_jpg.rf.508306cacbfb241e6ca5c0a73dc37233

mata_terbuka

menguap

ID: 1189868053

22-09-23_mp4-1404_jpg.rf.aea70dd3b1fcfb454b81e833f7aad418

mata_terbuka

menguap

ID: 1189868052

22-09-23_mp4-1244_jpg.rf.d3a624cd1fb0a08f5cfa6f9115efe55b

mata_terbuka

menguap

ID: 1189868051

22-09-23_mp4-630_jpg.rf.109f7588cc9540c61aef91b1686c330f

mata_terbuka

menguap

ID: 1189868050

612

mata_terpejam

menguap

mata_terpejam

ID: 1189868048

596

mata_terpejam

menguap

mata_terpejam

ID: 1189868047

150

mata_terpejam

menguap

ID: 1189868046

319

mata_terpejam

menguap

mata_terpejam

ID: 1189868045

525

mata_terpejam

menguap

mata_terpejam

ID: 1189868044

651

mata_terpejam

menguap

mata_terpejam

ID: 1189868043

724

mata_terpejam

menguap

mata_terpejam

ID: 1189868042

669

mata_terpejam

menguap

mata_terpejam

ID: 1189868041

434

mata_terpejam

menguap

mata_terpejam

ID: 1189868040

662

mata_terpejam

menguap

mata_terpejam

ID: 1189868039

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mata_terpejam

menguap

mata_terpejam

ID: 1189868037

672

mata_terpejam

menguap

mata_terpejam

ID: 1189868036

574

mata_terpejam

menguap

mata_terpejam

ID: 1189868035

613

mata_terpejam

menguap

mata_terpejam

ID: 1189868034

599

mata_terpejam

menguap

mata_terpejam

ID: 1189868033

384

mata_terbuka

menguap

mata_terbuka

ID: 1189868032

385

mata_terbuka

menguap

mata_terbuka

ID: 1189868031

224

mata_terbuka

menguap

mata_terbuka

ID: 1189868030

387

mata_terbuka

menguap

mata_terbuka

ID: 1189868029

53

mata_terbuka

menguap

mata_terbuka

ID: 1189868028

621

mata_terbuka

menguap

mata_terbuka

ID: 1189868027

430

mata_terbuka

menguap

mata_terbuka

ID: 1189868026

44

mata_terbuka

menguap

mata_terbuka

ID: 1189868025

69

mata_terbuka

menguap

mata_terbuka

ID: 1189868024

41

mata_terbuka

menguap

mata_terbuka

ID: 1189868023

499

mata_terbuka

menguap

mata_terbuka

ID: 1189868022

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mata_terbuka

menguap

mata_terbuka

ID: 1189868021

371

mata_terbuka

menguap

mata_terbuka

ID: 1189868020

312

mata_terbuka

menguap

mata_terbuka

ID: 1189868019

502

mata_terbuka

menguap

mata_terbuka

ID: 1189868018

370

mata_terbuka

menguap

mata_terbuka

ID: 1189868017

513

mata_terbuka

menguap

ID: 1189868016

501

mata_terbuka

menguap

ID: 1189868015

500

mata_terbuka

menguap

ID: 1189868014

509

mata_terbuka

menguap

ID: 1189868013

311

mata_terbuka

menguap

ID: 1189868012

514

mata_terbuka

menguap

ID: 1189868011

383

mata_terbuka

menguap

ID: 1189868010

558

mata_terbuka

menguap

ID: 1189868009

432

mata_terbuka

menguap

ID: 1189868008

388

mata_terbuka

menguap

ID: 1189868007

531

mata_terbuka

menguap

ID: 1189868006

313

mata_terbuka

menguap

ID: 1189868005

368

mata_terbuka

menguap

ID: 1189868004

533

mata_terbuka

menguap

ID: 1189868003

P1042793_720_mp4-27_jpg.rf.fa244e7c3595bc633bc58eb960bde3f3

mata_terpejam

tidak_menguap

ID: 1188466737

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ID: 1188453070

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ID: 1188453069

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ID: 1188453067

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ID: 1188453065

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ID: 1188453064

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ID: 1188453063

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ID: 1188453062

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ID: 1188453061

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ID: 1188453059

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ID: 1188453058

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ID: 1188453057

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ID: 1188453056

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ID: 1188453054

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mata_terbuka

tidak_menguap

ID: 1188453053

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mata_terbuka

tidak_menguap

ID: 1188453052

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tidak_menguap

ID: 1188453050

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mata_terbuka

tidak_menguap

ID: 1188453049

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mata_terbuka

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ID: 1188453048

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ID: 1188453046

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ID: 1188453045

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mata_terbuka

ID: 1188453040

918

mata_terbuka

tidak_menguap

mata_terbuka

ID: 1188453039

1122

mata_terbuka

tidak_menguap

mata_terbuka

ID: 1188453038

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mata_terbuka

tidak_menguap

ID: 1188453037

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tidak_menguap

mata_terbuka

ID: 1188453036

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tidak_menguap

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ID: 1188453035

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tidak_menguap

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ID: 1188453034

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ID: 1188453033

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ID: 1188453032

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ID: 1188453031

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ID: 1188453030

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mata_terbuka

ID: 1188453029

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tidak_menguap

mata_terbuka

ID: 1188453028

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tidak_menguap

mata_terbuka

ID: 1188453027

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tidak_menguap

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ID: 1188453026

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tidak_menguap

mata_terbuka

ID: 1188453025

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tidak_menguap

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ID: 1188453024

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ID: 1188453023

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tidak_menguap

mata_terbuka

ID: 1188453022

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tidak_menguap

mata_terbuka

ID: 1188453021

1250

mata_terbuka

tidak_menguap

ID: 1188453020

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mata_terbuka

tidak_menguap

ID: 1188453019

2159

mata_terbuka

tidak_menguap

ID: 1188453018

image_17980

tidak_menguap

mata_terbuka

ID: 1188453014

image_5162

mata_terbuka

tidak_menguap

ID: 1188453013

image_180 (2)

tidak_menguap

mata_terbuka

ID: 1188453012

img_f_5771

mata_terpejam

tidak_menguap

ID: 1188453010

img_f_5017

tidak_menguap

mata_terpejam

ID: 1188453009

img_f_5046

tidak_menguap

mata_terpejam

ID: 1188453008

img_e_12960

mata_terpejam

tidak_menguap

ID: 1188453007

image_6583

tidak_menguap

mata_terpejam

ID: 1188453006

img_e_11550

mata_terpejam

tidak_menguap

ID: 1188453005

image_7598

tidak_menguap

mata_terpejam

ID: 1188453004

11034

mata_terbuka

tidak_menguap

ID: 1188453003

9741

mata_terbuka

tidak_menguap

ID: 1188453002

9927

mata_terbuka

tidak_menguap

ID: 1188453001

11014

mata_terbuka

tidak_menguap

ID: 1188453000

3662

mata_terpejam

tidak_menguap

ID: 1188452998

4800

mata_terpejam

tidak_menguap

ID: 1188452997

3664

mata_terpejam

tidak_menguap

ID: 1188452996

3661

mata_terpejam

tidak_menguap

ID: 1188452995

4793

mata_terpejam

tidak_menguap

ID: 1188452994

5380

mata_terpejam

tidak_menguap

ID: 1188452993

3665

mata_terpejam

tidak_menguap

ID: 1188452992

3663

mata_terpejam

tidak_menguap

ID: 1188452991

5375

mata_terpejam

tidak_menguap

ID: 1188452990

7020

mata_terpejam

tidak_menguap

ID: 1188452989

Raw data

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	Name
	Louis Moreau Edge Impulse staff
	NI Nugro Isworo

Data collected

Train / test split

Dataset

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Enabled & disabled samples

videoplayback_mp4-376_jpg.rf.6b9eaa956f38a3c131ba1a2e07400f13.jpg.56ba6q72.ingestion-85964c49dc-7nb8s

2131

2132

2133

2134

2136

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