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Datasets:
animetimm
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e621-wdtagger-v1-w640-ws-full-witha

Tasks:
Image Classification
Zero-Shot Image Classification
Languages:
English
Japanese
Size:
1M<n<10M
Tags:
art
anime
Not-For-All-Audiences
webdataset
datasets
Libraries:
WebDataset
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E621 WDTagger V1 Webdataset Full Dataset (Artists Added Edition)

This is the webdataset dataset for animetimm/e621-wdtagger-v1-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/e621-wdtagger-v1-w640-ws-full-witha')
print(dataset["train"][0])

Images

3714685 images in total.

Split Image Count Total Size
train 3344128 155 GB
test 185279 8.63 GB
val 185278 8.57 GB

Tags

15108 tags in total.

Rating Tags

3 selected rating tags (3 of them shown) in total.

tag_id name category count selected_count train_count test_count val_count
9999999 safe 9 0 826608 744411 41334 40863
9999997 questionable 9 0 721371 649260 35724 36387
9999996 explicit 9 0 2166706 1950457 108221 108028

General Tags

7180 selected general tags (50 of them shown) in total.

tag_id name category count selected_count train_count test_count val_count
7115 anthro 0 3625252 2820556 2539025 140285 141246
26 female 0 2742365 2124702 1912979 106127 105596
78 male 0 2719315 2048425 1843596 102464 102365
28 solo 0 2515648 1936125 1743103 95970 97052
137824 genitals 0 2441045 1836100 1653182 91472 91446
807 clothing 0 2248322 1824351 1642330 90921 91100
1375 hair 0 1911259 1526469 1373884 76367 76218
92 breasts 0 1880731 1484589 1337121 73619 73849
1989 fur 0 1880138 1460063 1314236 72999 72828
168227 duo 0 1725948 1305677 1175171 65553 64953
75 penis 0 1681039 1241593 1117930 61767 61896
241891 bodily_fluids 0 1563911 1190392 1071301 59607 59484
163 tail 0 1540456 1167873 1051132 58235 58506
2465 nipples 0 1373480 1061387 955939 52365 53083
22464 simple_background 0 1347977 1049350 944726 52008 52616
313 nude 0 1344610 1029849 926862 51377 51610
1337 clothed 0 1244845 1027077 924546 51211 51320
3155 text 0 1306348 1002382 901780 50191 50411
2512 smile 0 1125573 886644 798772 43941 43931
720 balls 0 1151247 851921 766910 42501 42510
1686 blush 0 1076107 839878 756496 41798 41584
454 butt 0 1116420 839870 755995 41767 42108
706264 genital_fluids 0 1112737 837770 754095 41888 41787
333 sex 0 1110798 799225 719610 40009 39606
9101 open_mouth 0 1017590 785725 707484 39145 39096
11851 looking_at_viewer 0 994021 778060 700192 38679 39189
18933 pussy 0 961833 732785 659824 36560 36401
12 big_breasts 0 914491 709669 639125 35180 35364
420 tongue 0 921043 708285 637467 35428 35390
2510 erection 0 950970 695763 626278 34599 34886
2026 penetration 0 909760 644707 580376 32422 31909
3107 teeth 0 782077 598023 538236 29910 29877
118165 white_body 0 761478 583609 525423 29274 28912
84 cum 0 743064 558658 502881 27894 27883
18098 horn 0 718598 550906 495721 27781 27404
318131 feet 0 673526 527893 475617 26191 26085
165358 male/female 0 723651 526140 473773 26314 26053
393592 topwear 0 599159 491326 441746 24804 24776
18305 tongue_out 0 607477 469132 422370 23413 23349
388300 penile 0 678026 467267 420529 23427 23311
452 feral 0 659183 457390 411617 23033 22740
2496 claws 0 586374 449024 404161 22329 22534
121378 white_fur 0 578819 448163 403695 22252 22216
5457 fingers 0 560233 437745 394488 21777 21480
5660 anus 0 593061 435941 392061 22147 21733
2267 dialogue 0 566541 433629 390288 21863 21478
10220 blue_eyes 0 550759 432845 389252 22016 21577
165191 biped 0 521164 414143 372224 20866 21053
145338 male/male 0 551402 409977 368782 20747 20448
26156 thick_thighs 0 539635 407193 366415 20307 20471

Species Tags

1106 selected species tags (50 of them shown) in total.

tag_id name category count selected_count train_count test_count val_count
12054 mammal 5 3659112 2809856 2529538 140346 139972
660640 canid 5 1418989 1085885 976701 54415 54769
1068 canine 5 1373505 1052699 946964 52713 53022
47130 felid 5 752048 585875 527926 29008 28941
64553 canis 5 755642 583366 524724 29259 29383
774 scalie 5 688272 516087 464227 26065 25795
76689 mythological_creature 5 684458 510234 459210 25815 25209
166199 pokemon_(species) 5 550468 398118 357979 19923 20216
180 feline 5 486554 377510 340227 18732 18551
18601 humanoid 5 483096 365606 329199 18380 18027
205287 equid 5 434656 329977 297110 16730 16137
3085 equine 5 415943 315330 283970 15945 15415
70 fox 5 404476 310527 279269 15666 15592
663187 domestic_dog 5 379611 296324 266827 14721 14776
411 human 5 401487 293190 263842 14910 14438
1300333 mythological_scalie 5 387260 288327 259309 14641 14377
1 dragon 5 386086 287576 258629 14608 14339
77 wolf 5 351229 267734 240632 13420 13682
39262 felis 5 323222 252116 227258 12452 12406
13537 domestic_cat 5 316210 246957 222637 12185 12135
17459 lagomorph 5 297540 228274 205616 11376 11282
1968 reptile 5 270704 205953 185177 10351 10425
484848 leporid 5 263176 202626 182490 10086 10050
2229 rabbit 5 256179 197568 177948 9829 9791
652263 pantherine 5 218891 169426 152513 8399 8514
984389 mythological_equine 5 216453 163517 147397 8309 7811
247 horse 5 212703 161067 144970 8115 7982
225 avian 5 206692 159829 143862 7897 8070
148035 bovid 5 208581 159818 144045 7805 7968
2553 hybrid 5 177829 139094 125386 6881 6827
3661 rodent 5 162019 129300 116574 6480 6246
340523 animal_humanoid 5 160623 124615 112463 6294 5858
796 bird 5 151659 117441 105778 5723 5940
3776 marine 5 152645 117268 105749 5811 5708
760888 generation_1_pokemon 5 157413 114759 103120 5885 5754
265 bear 5 143200 109103 98083 5500 5520
849 pony 5 131323 99017 89326 4915 4776
68 demon 5 127930 97124 87432 4881 4811
64042 caprine 5 123946 93311 84139 4574 4598
694 unicorn 5 120428 90885 81979 4618 4288
760891 generation_4_pokemon 5 115691 82918 74711 4073 4134
699586 mammal_humanoid 5 104447 81191 73246 4122 3823
93 tiger 5 94758 72217 65102 3562 3553
1298519 true_fox 5 95516 71889 64772 3620 3497
687930 murid 5 88064 70147 63304 3459 3384
197 deer 5 88402 69758 62678 3529 3551
17357 murine 5 87013 69283 62518 3426 3339
325 fish 5 88586 69058 62221 3413 3424
760890 generation_3_pokemon 5 90597 66632 59895 3407 3330
15527 arthropod 5 87300 64854 58292 3230 3332

Character Tags

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

tag_id name category count selected_count train_count test_count val_count
82873 twilight_sparkle_(mlp) 4 37725 26759 24202 1269 1288
337789 judy_hopps 4 36638 26676 24087 1286 1303
82884 fluttershy_(mlp) 4 30235 22218 19986 1161 1071
82885 rainbow_dash_(mlp) 4 29286 20282 18356 984 942
215694 nick_wilde 4 28341 19950 18086 914 950
82871 rarity_(mlp) 4 25388 18338 16535 943 860
82886 pinkie_pie_(mlp) 4 24852 17907 16194 876 837
269 rouge_the_bat 4 26859 17770 16021 895 854
759945 loona_(helluva_boss) 4 24628 16583 14847 845 891
82887 applejack_(mlp) 4 21604 16075 14552 770 753
915 sonic_the_hedgehog 4 22387 15353 13789 780 784
84869 princess_celestia_(mlp) 4 21449 15209 13732 771 706
83228 princess_luna_(mlp) 4 20579 15030 13559 747 724
272 amy_rose 4 19983 14289 12917 661 711
937 miles_prower 4 19080 13060 11695 650 715
206854 toriel 4 17660 12099 10892 608 599
328083 krystal_(star_fox) 4 16983 12015 10825 595 595
203180 isabelle_(animal_crossing) 4 15846 11780 10607 542 631
941 bowser 4 14387 10083 9053 490 540
83062 spike_(mlp) 4 12158 9339 8445 450 444
2284 fox_mccloud 4 11797 8910 8023 439 448
17168 anon 4 9510 7362 6615 396 351
216316 ankha_(animal_crossing) 4 9117 6613 5921 318 374
146162 queen_chrysalis_(mlp) 4 8670 6523 5860 344 319
271 blaze_the_cat 4 9433 6362 5720 333 309
88305 sweetie_belle_(mlp) 4 7873 5829 5265 312 252
740033 legoshi_(beastars) 4 8171 5803 5236 267 300
15608 shadow_the_hedgehog 4 8650 5751 5132 315 304
101015 nicole_watterson 4 7073 5708 5143 288 277
287057 foxy_(fnaf) 4 8170 5643 5057 296 290
88190 trixie_(mlp) 4 7457 5609 5117 263 229
82890 big_macintosh_(mlp) 4 7181 5569 4923 327 319
237388 stitch_(lilo_and_stitch) 4 6728 5549 5047 250 252
273 cream_the_rabbit 4 7946 5535 4999 269 267
125334 apple_bloom_(mlp) 4 6955 5351 4851 276 224
994568 roxanne_wolf 4 6901 5322 4773 280 269
146940 princess_cadance_(mlp) 4 7539 5233 4700 279 254
144818 shining_armor_(mlp) 4 7318 5142 4638 251 253
88887 scootaloo_(mlp) 4 6721 5108 4614 261 233
982 link 4 6538 5081 4548 288 245
637039 ralsei 4 6642 4975 4483 256 236
23734 coco_bandicoot 4 6127 4933 4466 225 242
1012 sally_acorn 4 6227 4846 4442 215 189
87342 derpy_hooves_(mlp) 4 6172 4800 4389 219 192
18939 wolf_o'donnell 4 6105 4618 4141 247 230
637053 susie_(deltarune) 4 5850 4602 4061 257 284
357973 asriel_dreemurr 4 6388 4568 4152 205 211
18587 vanilla_the_rabbit 4 6223 4481 4071 205 205
1089551 pokemon_trainer 4 5670 4409 3955 233 221
356694 undyne 4 5735 4370 3954 216 200

Artist Tags

6325 selected artist tags (50 of them shown) in total.

tag_id name category count selected_count train_count test_count val_count
203993 manmosu_marimo 1 6573 5285 4737 303 245
202069 fuf 1 5281 4254 3811 222 221
65326 lonbluewolf 1 4499 4230 3835 187 208
19392 tom_fischbach 1 4544 3978 3572 217 189
276814 fuze 1 4256 3515 3085 216 214
229655 marsminer 1 4405 3457 3114 164 179
43615 kittydee 1 3489 3214 2931 104 179
86684 sssonic2 1 3847 3157 2822 164 171
391733 matemi 1 3442 3154 2822 163 169
35665 freckles_(artist) 1 3482 3101 2834 111 156
126592 aogami 1 3936 3091 2821 131 139
30495 nightfaux 1 3300 3066 2749 151 166
414902 felino 1 3656 3044 2741 150 153
1157 furball 1 3506 3025 2719 138 168
87748 zp92 1 3280 2913 2607 154 152
44911 suirano 1 3436 2909 2639 138 132
21062 doneru 1 3554 2895 2631 137 127
57325 mastergodai 1 2812 2570 2301 149 120
22484 argon_vile 1 3177 2522 2295 110 117
228962 winick-lim 1 2962 2432 2167 123 142
90457 daigaijin 1 3052 2403 2122 130 151
1778 yawg 1 2667 2399 2108 141 150
421763 zourik 1 2897 2383 2108 129 146
265500 quin-nsfw 1 2844 2309 2114 112 83
1047883 lewdchuu_(artist) 1 2365 2281 2058 99 124
36496 jaeh 1 2469 2261 2026 101 134
426480 piper_thibodeau 1 2604 2244 2043 101 100
324648 inkyfrog 1 2470 2229 1971 126 132
138822 avante92 1 2419 2199 1940 136 123
199568 hladilnik 1 2896 2159 1963 94 102
227340 bigdad 1 2421 2109 1937 67 105
158125 feretta 1 2416 2075 1877 104 94
123700 smudge_proof 1 2420 2067 1874 100 93
216985 trout_(artist) 1 2278 2067 1820 134 113
318400 dbaru 1 2351 2065 1881 92 92
16124 flinters 1 2350 2040 1842 122 76
147604 aaron_(artist) 1 2368 2036 1824 121 91
302127 lustylamb 1 2127 2030 1846 111 73
387448 soulcentinel 1 2517 2017 1763 132 122
718689 fourssss 1 2405 2005 1807 117 81
27253 kevinsano 1 3161 1994 1803 104 87
881 kadath 1 2320 1983 1793 79 111
483 chalo 1 2171 1983 1785 100 98
372954 angstrom 1 2193 1982 1742 124 116
19296 kloudmutt 1 2592 1971 1807 71 93
29601 kitsune_youkai 1 3145 1950 1787 81 82
92257 roly 1 2128 1938 1737 98 103
1060928 erobos 1 2112 1934 1748 96 90
37126 jrvanesbroek 1 2310 1932 1734 103 95
65323 lavenderpandy 1 2015 1929 1805 69 55

Citation 

@inproceedings{e621v1-full-witha,
  author = {narugo1992 and Smilingwolf},
  title = {E621 WDTagger V1 Webdataset Full Dataset (Artists Added Edition)},
  year = {2025},
  url = {https://huggingface.co/narugo and https://huggingface.co/SmilingWolf},
  note = {Dataset available at https://huggingface.co/datasets/animetimm/e621-wdtagger-v1-w640-ws-full-witha}
}
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