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Datasets:
animetimm
/
danbooru-wdtagger-v4-w640-ws-1m

Tasks:
Image Classification
Zero-Shot Image Classification
Text-to-Image
Languages:
English
Japanese
Size:
100K<n<1M
Tags:
art
anime
Not-For-All-Audiences
webdataset
datasets
Libraries:
WebDataset
Datasets
License:
Dataset card Files
xet
Community

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Danbooru WDTagger V4 Webdataset 1M Sub-Dataset

This is the webdataset subset dataset for animetimm/danbooru-wdtagger-v4-w640.

Metadata here are cleaned by @SmilingWolf, can be used for multi-label classification training.

Images here are resized to min(width, height) <= 640.

How to Use It 

from datasets import load_dataset

dataset = load_dataset('animetimm/danbooru-wdtagger-v4-w640-ws-1m')
print(dataset["train"][0])

Images

999335 images in total.

Split Image Count Total Size
train 900323 57.3 GB
test 49511 3.16 GB
val 49501 3.16 GB

Tags

Rating Tags

4 selected rating tags (4 of them shown) in total.

tag_id name category count selected_count train_count test_count val_count
9999999 general 9 2782276 254278 229159 12493 12626
9999998 sensitive 9 4478213 478148 430471 23899 23778
9999997 questionable 9 1032970 138330 124592 6912 6826
9999996 explicit 9 900939 128579 116101 6207 6271

General Tags

5066 selected general tags (50 of them shown) in total.

tag_id name category count selected_count train_count test_count val_count
470575 1girl 0 6421421 657269 592282 32594 32393
13197 long_hair 0 4677442 537016 483946 26514 26556
8601 breasts 0 3696520 451563 407555 22017 21991
212816 solo 0 5341234 433326 390306 21581 21439
469576 looking_at_viewer 0 3591347 391973 353674 19257 19042
3389 blush 0 3145456 379236 342556 18307 18373
1815 smile 0 3103828 371755 335499 18047 18209
11906 open_mouth 0 2563264 344478 310764 16774 16940
15080 short_hair 0 2413622 288753 260436 13996 14321
566835 multiple_girls 0 1638110 271084 244161 13356 13567
12590 shirt 0 2015187 259831 234884 12375 12572
375387 holding 0 1511512 243542 219908 11821 11813
10959 blue_eyes 0 1887739 232799 209910 11488 11401
429 skirt 0 1665177 225735 203705 11036 10994
87788 blonde_hair 0 1660630 215623 194311 10679 10633
383159 long_sleeves 0 1715960 208518 188330 9951 10237
16867 brown_hair 0 1628876 208232 187823 10204 10205
13200 black_hair 0 1629597 203893 183825 9940 10128
1882 thighhighs 0 1238300 201974 181960 10072 9942
380350 hair_ornament 0 1531545 196735 177349 9767 9619
403247 large_breasts 0 1695376 195360 176239 9585 9536
2241 dress 0 1409604 194261 175240 9585 9436
5735 gloves 0 1462455 194073 174940 9562 9571
540830 1boy 0 1534705 186852 168744 8916 9192
1821 2girls 0 1096035 176553 159047 8640 8866
12289 sitting 0 1009335 171122 154383 8399 8340
6126 animal_ears 0 1266631 169567 152899 8367 8301
412368 simple_background 0 1993448 166502 150494 8040 7968
2373 hat 0 1291706 165236 148893 8133 8210
8526 red_eyes 0 1366138 163430 147109 8099 8222
16613 jewelry 0 1160701 161556 145830 7939 7787
4563 bow 0 1265406 161171 145631 7802 7738
9294 navel 0 1229063 158890 143611 7638 7641
658573 hair_between_eyes 0 1271873 146941 133044 6951 6946
572080 closed_mouth 0 1309112 145096 131013 7013 7070
464575 ribbon 0 1156999 137275 124023 6733 6519
464906 underwear 0 833693 135240 122037 6687 6516
515193 white_background 0 1650067 134744 121894 6474 6376
608813 full_body 0 895769 131897 119218 6363 6316
3843 jacket 0 1040203 130855 118150 6373 6332
15675 standing 0 980391 130839 118393 6170 6276
376054 bare_shoulders 0 1042437 129537 117240 6178 6119
1709 twintails 0 961709 128501 115817 6385 6299
4607 cleavage 0 1072078 127351 114922 6238 6191
376766 white_shirt 0 947457 125493 113559 5869 6065
417660 very_long_hair 0 1034958 125015 112990 6042 5983
667868 medium_breasts 0 942601 123278 111249 5971 6058
15674 tail 0 848270 123074 110961 6012 6101
10960 green_eyes 0 910719 119979 108170 5911 5898
10953 blue_hair 0 922475 115954 104493 5661 5800

Character Tags

474 selected character tags (50 of them shown) in total.

tag_id name category count selected_count train_count test_count val_count
385430 hatsune_miku 4 113004 9110 8205 452 453
12239 hakurei_reimu 4 82490 5369 4829 274 266
12242 kirisame_marisa 4 73778 4464 4020 227 217
1613000 warrior_of_light_(ff14) 4 18497 4432 3995 206 231
1478495 artoria_pendragon_(fate) 4 39996 3504 3156 189 159
12249 flandre_scarlet 4 54238 3332 3057 141 134
12248 remilia_scarlet 4 54280 3262 2977 145 140
1301082 admiral_(kancolle) 4 38069 3012 2722 147 143
12314 izayoi_sakuya 4 47224 2887 2601 131 155
12244 konpaku_youmu 4 36283 2467 2211 127 129
390427 kagamine_rin 4 21932 2454 2182 128 144
1720 cirno 4 35769 2301 2065 118 118
9123 alice_margatroid 4 35832 2294 2054 121 119
388200 kochiya_sanae 4 36638 2286 2086 108 92
1391753 fujimaru_ritsuka_(male) 4 14431 2270 2056 121 93
1523054 manjuu_(azur_lane) 4 9454 2221 2006 112 103
1631198 sensei_(blue_archive) 4 22589 2207 1988 110 109
1391754 fujimaru_ritsuka_(female) 4 13484 2195 1980 105 110
452135 producer_(idolmaster) 4 9633 2074 1889 90 95
12304 reisen_udongein_inaba 4 27757 2037 1826 106 105
427142 komeiji_koishi 4 36349 2032 1834 110 88
12246 yakumo_yukari 4 33647 1969 1765 105 99
12247 patchouli_knowledge 4 35227 1922 1722 108 92
12308 shameimaru_aya 4 29713 1843 1669 94 80
1581467 lumine_(genshin_impact) 4 17169 1816 1643 81 92
1414209 mash_kyrielight 4 17885 1756 1596 78 82
427143 komeiji_satori 4 26688 1623 1443 98 82
2075918 inkling_player_character 4 14067 1536 1408 71 57
393597 kagamine_len 4 14232 1514 1354 84 76
11374 hong_meiling 4 25544 1477 1321 77 79
1213183 saber_(fate) 4 18080 1454 1314 76 64
1533309 houshou_marine 4 14823 1448 1303 71 74
6313 link 4 16289 1390 1276 53 61
656409 yuzuki_yukari 4 7925 1387 1258 60 69
383392 kawashiro_nitori 4 16864 1380 1234 67 79
592925 kaname_madoka 4 26598 1363 1227 80 56
1525565 hoshimachi_suisei 4 11755 1362 1215 63 84
427184 reiuji_utsuho 4 18505 1342 1190 77 75
12307 fujiwara_no_mokou 4 27362 1316 1190 61 65
395218 inubashiri_momiji 4 23249 1308 1180 62 66
475833 souryuu_asuka_langley 4 15239 1305 1162 74 69
12108 illyasviel_von_einzbern 4 9359 1290 1169 51 70
1526564 doctor_(arknights) 4 9384 1282 1170 50 62
592924 akemi_homura 4 27270 1280 1164 61 55
1799218 trailblazer_(honkai:_star_rail) 4 11894 1270 1143 65 62
401582 kazami_yuuka 4 18259 1253 1106 77 70
94496 princess_zelda 4 12939 1246 1105 65 76
2040387 doodle_sensei_(blue_archive) 4 13063 1238 1126 58 54
1275729 shimakaze_(kancolle) 4 19214 1237 1111 68 58
1599785 aether_(genshin_impact) 4 10670 1234 1115 74 45

Citation 

@inproceedings{danbooruwdtaggerv4webdataset1msubdataset,
  author = {narugo1992 and Smilingwolf},
  title = {Danbooru WDTagger V4 Webdataset 1M Sub-Dataset},
  year = {2025},
  url = {https://huggingface.co/narugo and https://huggingface.co/SmilingWolf},
  note = {Dataset available at https://huggingface.co/datasets/animetimm/danbooru-wdtagger-v4-w640-ws-1m}
}
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