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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 2,357,573 URLs across 150 categories.

Folder URL Count
age_college 15,679
age_mature 10,161
age_milf 23,023
age_teen 17,211
amateur 26,905
amateur_self-shots 22,882
appearance 4,547
appearance_appearance-modification 6,039
appearance_appearance-modification_piercings 6,565
appearance_appearance-modification_tattoos 6,970
appearance_clothing 49,408
appearance_clothing_bodyparts-through-clothes 16,003
appearance_clothing_bottomless 2,561
appearance_clothing_clothed-naked-pair 1,656
appearance_clothing_dresses 9,272
appearance_clothing_shoes 7,245
appearance_clothing_stockings 19,639
appearance_clothing_swimwear 16,285
appearance_clothing_tight-clothing 26,141
appearance_clothing_topless 2,321
appearance_clothing_underwear 6,502
appearance_clothing_underwear_panties 15,294
appearance_clothing_underwear_thongs 11,947
appearance_clothing_uniforms-outfits 16,260
appearance_clothing_uniforms-outfits_cosplay 9,566
appearance_clothing_upskirt-downblouse 5,181
appearance_expressions 7,553
appearance_pose 18,664
appearance_wet-&-messy 9,979
artificial-images 259,139
artificial-images_fictional-characters-shows 78,271
artificial-images_hentai 114,809
artificial-images_photoshop 5,911
body-parts_head_hair 1,532
body-parts_head_hair_blonde 4,070
body-parts_head_hair_brunette 3,337
body-parts_head_hair_dyed 1,529
body-parts_head_hair_hairstyle 11,214
body-parts_head_hair_redhead 9,589
body-parts_head_lips-mouth 6,218
body-parts_lower-body 6,779
body-parts_lower-body_ass 27,881
body-parts_lower-body_asshole 10,924
body-parts_lower-body_ass_large 13,302
body-parts_lower-body_feet 13,090
body-parts_lower-body_gap 2,610
body-parts_lower-body_genitalia_penis 30,906
body-parts_lower-body_genitalia_penis_large 8,571
body-parts_lower-body_genitalia_penis_small 5,843
body-parts_lower-body_genitalia_vulva 41,269
body-parts_lower-body_genitalia_vulva_hair 17,715
body-parts_lower-body_genitalia_vulva_labia 8,398
body-parts_lower-body_hips 5,281
body-parts_lower-body_legs 13,508
body-parts_upper-body 7,628
body-parts_upper-body_breasts 44,538
body-parts_upper-body_breasts_from-an-angle 15,739
body-parts_upper-body_breasts_implants 4,894
body-parts_upper-body_breasts_large 35,873
body-parts_upper-body_breasts_nipples 19,724
body-parts_upper-body_breasts_small 11,569
body-traits_complexion_freckles 4,322
body-traits_complexion_light-skin 5,108
body-traits_complexion_tan 2,597
body-traits_traits_pregnant 4,991
body-traits_types_bbw 15,122
body-traits_types_chubby 21,451
body-traits_types_curvy 8,369
body-traits_types_petite 7,550
body-traits_types_skinny-thin 7,039
classic-vintage 14,980
communities 29,110
communities_identification 3,314
communities_personals 321
communities_role-play 24
cum-play_cum 8,119
cum-play_cum_creampie 2,818
cum-play_cum_cum-shot 5,514
cum-play_cum_cum-shot_bukkake 687
cum-play_cum_cum-shot_facial 3,183
cum-play_cum_swallowing 82
cum-play_female 3,688
ethnicity 24,485
ethnicity_asian 52,604
ethnicity_black 7,050
ethnicity_euro 4,239
ethnicity_indian 10,640
ethnicity_japanese 6,694
exhibition 9
exhibition_gonewild 176,261
exhibition_public 23,037
fetish 26,376
fetish_bdsm 4,969
fetish_bdsm_bondage 12,191
fetish_bdsm_domination-&-submission 10,055
fetish_bdsm_domination-&-submission_femdom 18,492
fetish_drugs 2,801
fetish_role-enactment 3,581
fetish_role-enactment_age-play 2,833
fetish_role-enactment_furry 3,892
fetish_role-enactment_pet-play 2,149
fetish_watersports 6,972
general-categories 124,347
general-categories_artistic-or-borderline-porn 12,623
general-categories_desktop-wallpaper 13,580
general-categories_gifs 65
general-categories_humorous 2,707
general-categories_p.o.v 3,034
general-categories_passionate 390
general-categories_videos 555
groups 120
groups_alt 23,601
groups_athlete 11,219
groups_camgirl 5,039
groups_celebrity 17,928
groups_country 967
groups_nerd 5,967
groups_pornstar 3,950
groups_religious 1,240
groups_specific-personality 7,134
illegal-taboo_incest 4,685
lgbt_bisexual 1,109
lgbt_crossdressing 12,816
lgbt_gay 62,114
lgbt_lesbian 6,655
lgbt_transgender 1,278
lgbt_transsexual 22,687
literary 395
locations_man-made 2,931
locations_nature 5,641
locations_nature_beach 6,583
sex 2,722
sex_anal 5,291
sex_anal_gaping 1,506
sex_anal_rimming 649
sex_breasts 282
sex_fisting 949
sex_group 825
sex_group_large-group 3,002
sex_group_swinging 12,631
sex_group_threesome 1,775
sex_insertion 5,849
sex_interracial 1,274
sex_masturbation 3,309
sex_oral 6,401
sex_orgasm 291
sex_toys 11,170
specific-actor-actress 130,889
specific-company 19,595
wtf 6,964