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Introduction

The nsfw-image-urls repository contains a large collection of URLs to pornographic images which can be used to train NSFW image classifiers or be used in machine learning projects. A variety of categories have been provided to ensure a diverse selection of images for the best and most accurate results.

These images were taken from Reddit using the following rules:

  1. The URL returned a 200 status code.
  2. The URL took less than 10 seconds to respond.
  3. The content-type of the response was 'image/*', excluding 'image/gif'.
  4. URLs that returned an error image indicating the original image had been deleted were not included.
  5. The post had a score of at least 5.

Stats

There are 3,001,132 URLs across 150 categories.

Folder URL Count
age_college 23,545
age_mature 11,963
age_milf 36,964
age_teen 26,957
amateur 38,177
amateur_self-shots 31,290
appearance 7,493
appearance_appearance-modification 6,838
appearance_appearance-modification_piercings 8,677
appearance_appearance-modification_tattoos 10,841
appearance_clothing 60,907
appearance_clothing_bodyparts-through-clothes 23,766
appearance_clothing_bottomless 2,743
appearance_clothing_clothed-naked-pair 1,788
appearance_clothing_dresses 11,840
appearance_clothing_shoes 8,850
appearance_clothing_stockings 23,649
appearance_clothing_swimwear 16,850
appearance_clothing_tight-clothing 34,118
appearance_clothing_topless 2,465
appearance_clothing_underwear 8,384
appearance_clothing_underwear_panties 16,887
appearance_clothing_underwear_thongs 18,889
appearance_clothing_uniforms-outfits 17,953
appearance_clothing_uniforms-outfits_cosplay 10,689
appearance_clothing_upskirt-downblouse 6,802
appearance_expressions 8,515
appearance_pose 20,253
appearance_wet-&-messy 10,919
artificial-images 272,115
artificial-images_fictional-characters-shows 83,418
artificial-images_hentai 131,476
artificial-images_photoshop 3,873
body-parts_head_hair 1,695
body-parts_head_hair_blonde 4,781
body-parts_head_hair_brunette 3,775
body-parts_head_hair_dyed 1,529
body-parts_head_hair_hairstyle 12,637
body-parts_head_hair_redhead 11,042
body-parts_head_lips-mouth 6,916
body-parts_lower-body 9,410
body-parts_lower-body_ass 39,546
body-parts_lower-body_asshole 16,671
body-parts_lower-body_ass_large 19,869
body-parts_lower-body_feet 22,818
body-parts_lower-body_gap 2,726
body-parts_lower-body_genitalia_penis 53,768
body-parts_lower-body_genitalia_penis_large 16,542
body-parts_lower-body_genitalia_penis_small 9,143
body-parts_lower-body_genitalia_vulva 53,575
body-parts_lower-body_genitalia_vulva_hair 22,874
body-parts_lower-body_genitalia_vulva_labia 11,027
body-parts_lower-body_hips 6,529
body-parts_lower-body_legs 21,819
body-parts_upper-body 9,558
body-parts_upper-body_breasts 62,703
body-parts_upper-body_breasts_from-an-angle 18,535
body-parts_upper-body_breasts_implants 5,741
body-parts_upper-body_breasts_large 52,546
body-parts_upper-body_breasts_nipples 29,485
body-parts_upper-body_breasts_small 18,533
body-traits_complexion_freckles 5,340
body-traits_complexion_light-skin 8,562
body-traits_complexion_tan 3,696
body-traits_traits_pregnant 6,911
body-traits_types_bbw 23,627
body-traits_types_chubby 32,409
body-traits_types_curvy 14,011
body-traits_types_petite 11,133
body-traits_types_skinny-thin 9,473
classic-vintage 16,874
communities 40,194
communities_identification 6,357
communities_personals 327
communities_role-play 24
cum-play_cum 12,199
cum-play_cum_creampie 3,298
cum-play_cum_cum-shot 6,465
cum-play_cum_cum-shot_bukkake 696
cum-play_cum_cum-shot_facial 3,748
cum-play_cum_swallowing 124
cum-play_female 4,939
ethnicity 31,640
ethnicity_asian 66,864
ethnicity_black 8,806
ethnicity_euro 5,416
ethnicity_indian 12,959
ethnicity_japanese 7,400
exhibition 9
exhibition_gonewild 255,636
exhibition_public 28,570
fetish 31,671
fetish_bdsm 6,336
fetish_bdsm_bondage 13,718
fetish_bdsm_domination-&-submission 14,415
fetish_bdsm_domination-&-submission_femdom 29,310
fetish_drugs 4,198
fetish_role-enactment 4,619
fetish_role-enactment_age-play 3,041
fetish_role-enactment_furry 4,226
fetish_role-enactment_pet-play 2,726
fetish_watersports 8,891
general-categories 143,408
general-categories_artistic-or-borderline-porn 15,184
general-categories_desktop-wallpaper 13,648
general-categories_gifs 65
general-categories_humorous 2,775
general-categories_p.o.v 3,106
general-categories_passionate 396
general-categories_videos 577
groups 120
groups_alt 34,036
groups_athlete 12,452
groups_camgirl 5,132
groups_celebrity 21,790
groups_country 1,022
groups_nerd 6,387
groups_pornstar 4,177
groups_religious 1,323
groups_specific-personality 8,713
illegal-taboo_incest 5,054
lgbt_bisexual 1,180
lgbt_crossdressing 24,827
lgbt_gay 101,161
lgbt_lesbian 6,428
lgbt_transgender 1,303
lgbt_transsexual 33,409
literary 395
locations_man-made 3,010
locations_nature 6,071
locations_nature_beach 6,708
sex 3,200
sex_anal 6,412
sex_anal_gaping 1,994
sex_anal_rimming 657
sex_breasts 324
sex_fisting 1,056
sex_group 860
sex_group_large-group 3,237
sex_group_swinging 16,269
sex_group_threesome 2,194
sex_insertion 6,454
sex_interracial 1,494
sex_masturbation 3,495
sex_oral 7,753
sex_orgasm 316
sex_toys 14,301
specific-actor-actress 138,750
specific-company 20,808
wtf 11,156