---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': '00000'
          '1': '00001'
          '2': '00002'
          '3': '00003'
          '4': '00004'
          '5': '00005'
          '6': '00006'
          '7': '00007'
          '8': 8
          '9': 9
          '10': '00010'
          '11': '00011'
          '12': '00012'
          '13': '00013'
          '14': '00014'
          '15': '00015'
          '16': '00016'
          '17': '00017'
          '18': 18
          '19': 19
          '20': '00020'
          '21': '00021'
          '22': '00022'
          '23': '00023'
          '24': '00024'
          '25': '00025'
          '26': '00026'
          '27': '00027'
          '28': 28
          '29': 29
          '30': '00030'
          '31': '00031'
          '32': '00032'
          '33': '00033'
          '34': '00034'
          '35': '00035'
          '36': '00036'
          '37': '00037'
          '38': 38
          '39': 39
          '40': '00040'
          '41': '00041'
          '42': '00042'
          '43': '00043'
          '44': '00044'
          '45': '00045'
          '46': '00046'
          '47': '00047'
          '48': 48
          '49': 49
          '50': '00050'
          '51': '00051'
          '52': '00052'
          '53': '00053'
          '54': '00054'
          '55': '00055'
          '56': '00056'
          '57': '00057'
          '58': 58
          '59': 59
          '60': '00060'
          '61': '00061'
          '62': '00062'
          '63': '00063'
          '64': '00064'
          '65': '00065'
          '66': '00066'
          '67': '00067'
          '68': 68
          '69': 69
          '70': '00070'
          '71': '00071'
          '72': '00072'
          '73': '00073'
          '74': '00074'
          '75': '00075'
          '76': '00076'
          '77': '00077'
          '78': 78
          '79': 79
          '80': 80
          '81': 81
          '82': 82
          '83': 83
          '84': 84
          '85': 85
          '86': 86
          '87': 87
          '88': 88
          '89': 89
          '90': 90
          '91': 91
          '92': 92
          '93': 93
          '94': 94
          '95': 95
          '96': 96
          '97': 97
          '98': 98
          '99': 99
          '100': '00100'
          '101': '00101'
          '102': '00102'
          '103': '00103'
          '104': '00104'
          '105': '00105'
          '106': '00106'
          '107': '00107'
          '108': 108
          '109': 109
          '110': '00110'
          '111': '00111'
          '112': '00112'
          '113': '00113'
          '114': '00114'
          '115': '00115'
          '116': '00116'
          '117': '00117'
          '118': 118
          '119': 119
          '120': '00120'
          '121': '00121'
          '122': '00122'
          '123': '00123'
          '124': '00124'
          '125': '00125'
          '126': '00126'
          '127': '00127'
          '128': 128
          '129': 129
          '130': '00130'
          '131': '00131'
          '132': '00132'
          '133': '00133'
          '134': '00134'
          '135': '00135'
          '136': '00136'
          '137': '00137'
          '138': 138
          '139': 139
          '140': '00140'
          '141': '00141'
          '142': '00142'
          '143': '00143'
          '144': '00144'
          '145': '00145'
          '146': '00146'
          '147': '00147'
          '148': 148
          '149': 149
          '150': '00150'
          '151': '00151'
          '152': '00152'
          '153': '00153'
          '154': '00154'
          '155': '00155'
          '156': '00156'
          '157': '00157'
          '158': 158
          '159': 159
          '160': '00160'
          '161': '00161'
          '162': '00162'
          '163': '00163'
          '164': '00164'
          '165': '00165'
          '166': '00166'
          '167': '00167'
          '168': 168
          '169': 169
          '170': '00170'
          '171': '00171'
          '172': '00172'
          '173': '00173'
          '174': '00174'
          '175': '00175'
          '176': '00176'
          '177': '00177'
          '178': 178
          '179': 179
          '180': 180
          '181': 181
          '182': 182
          '183': 183
          '184': 184
          '185': 185
          '186': 186
          '187': 187
          '188': 188
          '189': 189
          '190': 190
          '191': 191
          '192': 192
          '193': 193
          '194': 194
          '195': 195
          '196': 196
          '197': 197
          '198': 198
          '199': 199
          '200': '00200'
          '201': '00201'
          '202': '00202'
          '203': '00203'
          '204': '00204'
          '205': '00205'
          '206': '00206'
          '207': '00207'
          '208': 208
          '209': 209
          '210': '00210'
          '211': '00211'
          '212': '00212'
          '213': '00213'
          '214': '00214'
          '215': '00215'
          '216': '00216'
          '217': '00217'
          '218': 218
          '219': 219
          '220': '00220'
          '221': '00221'
          '222': '00222'
          '223': '00223'
          '224': '00224'
          '225': '00225'
          '226': '00226'
          '227': '00227'
          '228': 228
          '229': 229
          '230': '00230'
          '231': '00231'
          '232': '00232'
          '233': '00233'
          '234': '00234'
          '235': '00235'
          '236': '00236'
          '237': '00237'
          '238': 238
          '239': 239
          '240': '00240'
          '241': '00241'
          '242': '00242'
          '243': '00243'
          '244': '00244'
          '245': '00245'
          '246': '00246'
          '247': '00247'
          '248': 248
          '249': 249
          '250': '00250'
          '251': '00251'
          '252': '00252'
          '253': '00253'
          '254': '00254'
          '255': '00255'
          '256': '00256'
          '257': '00257'
          '258': 258
          '259': 259
          '260': '00260'
          '261': '00261'
          '262': '00262'
          '263': '00263'
          '264': '00264'
          '265': '00265'
          '266': '00266'
          '267': '00267'
          '268': 268
          '269': 269
          '270': '00270'
          '271': '00271'
          '272': '00272'
          '273': '00273'
          '274': '00274'
          '275': '00275'
          '276': '00276'
          '277': '00277'
          '278': 278
          '279': 279
          '280': 280
          '281': 281
          '282': 282
          '283': 283
          '284': 284
          '285': 285
          '286': 286
          '287': 287
          '288': 288
          '289': 289
          '290': 290
          '291': 291
          '292': 292
          '293': 293
          '294': 294
          '295': 295
          '296': 296
          '297': 297
          '298': 298
          '299': 299
          '300': '00300'
          '301': '00301'
          '302': '00302'
          '303': '00303'
          '304': '00304'
          '305': '00305'
          '306': '00306'
          '307': '00307'
          '308': 308
          '309': 309
          '310': '00310'
          '311': '00311'
          '312': '00312'
          '313': '00313'
          '314': '00314'
          '315': '00315'
          '316': '00316'
          '317': '00317'
          '318': 318
          '319': 319
          '320': '00320'
          '321': '00321'
          '322': '00322'
          '323': '00323'
          '324': '00324'
          '325': '00325'
          '326': '00326'
          '327': '00327'
          '328': 328
          '329': 329
          '330': '00330'
          '331': '00331'
          '332': '00332'
          '333': '00333'
          '334': '00334'
          '335': '00335'
          '336': '00336'
          '337': '00337'
          '338': 338
          '339': 339
          '340': '00340'
          '341': '00341'
          '342': '00342'
          '343': '00343'
          '344': '00344'
          '345': '00345'
          '346': '00346'
          '347': '00347'
          '348': 348
          '349': 349
          '350': '00350'
          '351': '00351'
          '352': '00352'
          '353': '00353'
          '354': '00354'
          '355': '00355'
          '356': '00356'
          '357': '00357'
          '358': 358
          '359': 359
          '360': '00360'
          '361': '00361'
          '362': '00362'
          '363': '00363'
          '364': '00364'
          '365': '00365'
          '366': '00366'
          '367': '00367'
          '368': 368
          '369': 369
          '370': '00370'
          '371': '00371'
          '372': '00372'
          '373': '00373'
          '374': '00374'
          '375': '00375'
          '376': '00376'
          '377': '00377'
          '378': 378
          '379': 379
          '380': 380
          '381': 381
          '382': 382
          '383': 383
          '384': 384
          '385': 385
          '386': 386
          '387': 387
          '388': 388
          '389': 389
          '390': 390
          '391': 391
          '392': 392
          '393': 393
          '394': 394
          '395': 395
          '396': 396
          '397': 397
          '398': 398
          '399': 399
          '400': '00400'
          '401': '00401'
          '402': '00402'
          '403': '00403'
          '404': '00404'
          '405': '00405'
          '406': '00406'
          '407': '00407'
          '408': 408
          '409': 409
          '410': '00410'
          '411': '00411'
          '412': '00412'
          '413': '00413'
          '414': '00414'
          '415': '00415'
          '416': '00416'
          '417': '00417'
          '418': 418
          '419': 419
          '420': '00420'
          '421': '00421'
          '422': '00422'
          '423': '00423'
          '424': '00424'
          '425': '00425'
          '426': '00426'
          '427': '00427'
          '428': 428
          '429': 429
          '430': '00430'
          '431': '00431'
          '432': '00432'
          '433': '00433'
          '434': '00434'
          '435': '00435'
          '436': '00436'
          '437': '00437'
          '438': 438
          '439': 439
          '440': '00440'
          '441': '00441'
          '442': '00442'
          '443': '00443'
          '444': '00444'
          '445': '00445'
          '446': '00446'
          '447': '00447'
          '448': 448
          '449': 449
          '450': '00450'
          '451': '00451'
          '452': '00452'
          '453': '00453'
          '454': '00454'
          '455': '00455'
          '456': '00456'
          '457': '00457'
          '458': 458
          '459': 459
          '460': '00460'
          '461': '00461'
          '462': '00462'
          '463': '00463'
          '464': '00464'
          '465': '00465'
          '466': '00466'
          '467': '00467'
          '468': 468
          '469': 469
          '470': '00470'
          '471': '00471'
          '472': '00472'
          '473': '00473'
          '474': '00474'
          '475': '00475'
          '476': '00476'
          '477': '00477'
          '478': 478
          '479': 479
          '480': 480
          '481': 481
          '482': 482
          '483': 483
          '484': 484
          '485': 485
          '486': 486
          '487': 487
          '488': 488
          '489': 489
          '490': 490
          '491': 491
          '492': 492
          '493': 493
          '494': 494
          '495': 495
          '496': 496
          '497': 497
          '498': 498
          '499': 499
          '500': '00500'
          '501': '00501'
          '502': '00502'
          '503': '00503'
          '504': '00504'
          '505': '00505'
          '506': '00506'
          '507': '00507'
          '508': 508
          '509': 509
          '510': '00510'
          '511': '00511'
          '512': '00512'
          '513': '00513'
          '514': '00514'
          '515': '00515'
          '516': '00516'
          '517': '00517'
          '518': 518
          '519': 519
          '520': '00520'
          '521': '00521'
          '522': '00522'
          '523': '00523'
          '524': '00524'
          '525': '00525'
          '526': '00526'
          '527': '00527'
          '528': 528
          '529': 529
          '530': '00530'
          '531': '00531'
          '532': '00532'
          '533': '00533'
          '534': '00534'
          '535': '00535'
          '536': '00536'
          '537': '00537'
          '538': 538
          '539': 539
          '540': '00540'
          '541': '00541'
          '542': '00542'
          '543': '00543'
          '544': '00544'
          '545': '00545'
          '546': '00546'
          '547': '00547'
          '548': 548
          '549': 549
          '550': '00550'
          '551': '00551'
          '552': '00552'
          '553': '00553'
          '554': '00554'
          '555': '00555'
          '556': '00556'
          '557': '00557'
          '558': 558
          '559': 559
          '560': '00560'
          '561': '00561'
          '562': '00562'
          '563': '00563'
          '564': '00564'
          '565': '00565'
          '566': '00566'
          '567': '00567'
          '568': 568
          '569': 569
          '570': '00570'
          '571': '00571'
          '572': '00572'
          '573': '00573'
          '574': '00574'
          '575': '00575'
          '576': '00576'
          '577': '00577'
          '578': 578
          '579': 579
          '580': 580
          '581': 581
          '582': 582
          '583': 583
          '584': 584
          '585': 585
          '586': 586
          '587': 587
          '588': 588
          '589': 589
          '590': 590
          '591': 591
          '592': 592
          '593': 593
          '594': 594
          '595': 595
          '596': 596
          '597': 597
          '598': 598
          '599': 599
          '600': '00600'
          '601': '00601'
          '602': '00602'
          '603': '00603'
          '604': '00604'
          '605': '00605'
          '606': '00606'
          '607': '00607'
          '608': 608
          '609': 609
          '610': '00610'
          '611': '00611'
          '612': '00612'
          '613': '00613'
          '614': '00614'
          '615': '00615'
          '616': '00616'
          '617': '00617'
          '618': 618
          '619': 619
          '620': '00620'
          '621': '00621'
          '622': '00622'
          '623': '00623'
          '624': '00624'
          '625': '00625'
          '626': '00626'
          '627': '00627'
          '628': 628
          '629': 629
          '630': '00630'
          '631': '00631'
          '632': '00632'
          '633': '00633'
          '634': '00634'
          '635': '00635'
          '636': '00636'
          '637': '00637'
          '638': 638
          '639': 639
          '640': '00640'
          '641': '00641'
          '642': '00642'
          '643': '00643'
          '644': '00644'
          '645': '00645'
          '646': '00646'
          '647': '00647'
          '648': 648
          '649': 649
          '650': '00650'
          '651': '00651'
          '652': '00652'
          '653': '00653'
          '654': '00654'
          '655': '00655'
          '656': '00656'
          '657': '00657'
          '658': 658
          '659': 659
          '660': '00660'
          '661': '00661'
          '662': '00662'
          '663': '00663'
          '664': '00664'
          '665': '00665'
          '666': '00666'
          '667': '00667'
          '668': 668
          '669': 669
          '670': '00670'
          '671': '00671'
          '672': '00672'
          '673': '00673'
          '674': '00674'
          '675': '00675'
          '676': '00676'
          '677': '00677'
          '678': 678
          '679': 679
          '680': 680
          '681': 681
          '682': 682
          '683': 683
          '684': 684
          '685': 685
          '686': 686
          '687': 687
          '688': 688
          '689': 689
          '690': 690
          '691': 691
          '692': 692
          '693': 693
          '694': 694
          '695': 695
          '696': 696
          '697': 697
          '698': 698
          '699': 699
          '700': '00700'
          '701': '00701'
          '702': '00702'
          '703': '00703'
          '704': '00704'
          '705': '00705'
          '706': '00706'
          '707': '00707'
          '708': 708
          '709': 709
          '710': '00710'
          '711': '00711'
          '712': '00712'
          '713': '00713'
          '714': '00714'
          '715': '00715'
          '716': '00716'
          '717': '00717'
          '718': 718
          '719': 719
          '720': '00720'
          '721': '00721'
          '722': '00722'
          '723': '00723'
          '724': '00724'
          '725': '00725'
          '726': '00726'
          '727': '00727'
          '728': 728
          '729': 729
          '730': '00730'
          '731': '00731'
          '732': '00732'
          '733': '00733'
          '734': '00734'
          '735': '00735'
          '736': '00736'
          '737': '00737'
          '738': 738
          '739': 739
          '740': '00740'
          '741': '00741'
          '742': '00742'
          '743': '00743'
          '744': '00744'
          '745': '00745'
          '746': '00746'
          '747': '00747'
          '748': 748
          '749': 749
          '750': '00750'
          '751': '00751'
          '752': '00752'
          '753': '00753'
          '754': '00754'
          '755': '00755'
          '756': '00756'
          '757': '00757'
          '758': 758
          '759': 759
          '760': '00760'
          '761': '00761'
          '762': '00762'
          '763': '00763'
          '764': '00764'
          '765': '00765'
          '766': '00766'
          '767': '00767'
          '768': 768
          '769': 769
          '770': '00770'
          '771': '00771'
          '772': '00772'
          '773': '00773'
          '774': '00774'
          '775': '00775'
          '776': '00776'
          '777': '00777'
          '778': 778
          '779': 779
          '780': 780
          '781': 781
          '782': 782
          '783': 783
          '784': 784
          '785': 785
          '786': 786
          '787': 787
          '788': 788
          '789': 789
          '790': 790
          '791': 791
          '792': 792
          '793': 793
          '794': 794
          '795': 795
          '796': 796
          '797': 797
          '798': 798
          '799': 799
          '800': 800
          '801': 801
          '802': 802
          '803': 803
          '804': 804
          '805': 805
          '806': 806
          '807': 807
          '808': 808
          '809': 809
          '810': 810
          '811': 811
          '812': 812
          '813': 813
          '814': 814
          '815': 815
          '816': 816
          '817': 817
          '818': 818
          '819': 819
          '820': 820
          '821': 821
          '822': 822
          '823': 823
          '824': 824
          '825': 825
          '826': 826
          '827': 827
          '828': 828
          '829': 829
          '830': 830
          '831': 831
          '832': 832
          '833': 833
          '834': 834
          '835': 835
          '836': 836
          '837': 837
          '838': 838
          '839': 839
          '840': 840
          '841': 841
          '842': 842
          '843': 843
          '844': 844
          '845': 845
          '846': 846
          '847': 847
          '848': 848
          '849': 849
          '850': 850
          '851': 851
          '852': 852
          '853': 853
          '854': 854
          '855': 855
          '856': 856
          '857': 857
          '858': 858
          '859': 859
          '860': 860
          '861': 861
          '862': 862
          '863': 863
          '864': 864
          '865': 865
          '866': 866
          '867': 867
          '868': 868
          '869': 869
          '870': 870
          '871': 871
          '872': 872
          '873': 873
          '874': 874
          '875': 875
          '876': 876
          '877': 877
          '878': 878
          '879': 879
          '880': 880
          '881': 881
          '882': 882
          '883': 883
          '884': 884
          '885': 885
          '886': 886
          '887': 887
          '888': 888
          '889': 889
          '890': 890
          '891': 891
          '892': 892
          '893': 893
          '894': 894
          '895': 895
          '896': 896
          '897': 897
          '898': 898
          '899': 899
          '900': 900
          '901': 901
          '902': 902
          '903': 903
          '904': 904
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  splits:
  - name: train
    num_bytes: 13905951000
    num_examples: 1000000
  download_size: 14091259942
  dataset_size: 13905951000
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
license: cc-by-4.0
task_categories:
- image-classification
pretty_name: FractalDB 1k
size_categories:
- 10M<n<100M
---

# FractalDB 1k

FractalDB 1k dataset from [Pre-training without Natural Images](https://hirokatsukataoka16.github.io/Pretraining-without-Natural-Images/).

[Original repo](https://github.com/hirokatsukataoka16/FractalDB-Pretrained-ResNet-PyTorch) | [Project page](https://hirokatsukataoka16.github.io/Pretraining-without-Natural-Images/) | [arXiv](https://arxiv.org/abs/2101.08515)

## Citing

```bibtex
@article{KataokaIJCV2022,
  author={Kataoka, Hirokatsu and Okayasu, Kazushige and Matsumoto, Asato and Yamagata, Eisuke and Yamada, Ryosuke and Inoue, Nakamasa and Nakamura, Akio and Satoh, Yutaka},
  title={Pre-training without Natural Images},
  article={International Journal on Computer Vision (IJCV)},
  year={2022},
}
@inproceedings{KataokaACCV2020,
  author={Kataoka, Hirokatsu and Okayasu, Kazushige and Matsumoto, Asato and Yamagata, Eisuke and Yamada, Ryosuke and Inoue, Nakamasa and Nakamura, Akio and Satoh, Yutaka},
  title={Pre-training without Natural Images},
  booktitle={Asian Conference on Computer Vision (ACCV)},
  year={2020},
}
@misc{kataoka2021pretraining,
  title={Pre-training without Natural Images}, 
  author={Hirokatsu Kataoka and Kazushige Okayasu and Asato Matsumoto and Eisuke Yamagata and Ryosuke Yamada and Nakamasa Inoue and Akio Nakamura and Yutaka Satoh},
  year={2021},
  eprint={2101.08515},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}
```