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