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 2,518,876 URLs across 150 categories.
| Folder | URL Count |
|---|---|
| age_college | 17,670 |
| age_mature | 10,554 |
| age_milf | 26,618 |
| age_teen | 19,400 |
| amateur | 29,783 |
| amateur_self-shots | 25,301 |
| appearance | 5,230 |
| appearance_appearance-modification | 6,253 |
| appearance_appearance-modification_piercings | 7,070 |
| appearance_appearance-modification_tattoos | 7,962 |
| appearance_clothing | 52,261 |
| appearance_clothing_bodyparts-through-clothes | 17,820 |
| appearance_clothing_bottomless | 2,593 |
| appearance_clothing_clothed-naked-pair | 1,673 |
| appearance_clothing_dresses | 9,925 |
| appearance_clothing_shoes | 7,564 |
| appearance_clothing_stockings | 20,544 |
| appearance_clothing_swimwear | 17,439 |
| appearance_clothing_tight-clothing | 28,205 |
| appearance_clothing_topless | 2,359 |
| appearance_clothing_underwear | 7,093 |
| appearance_clothing_underwear_panties | 15,619 |
| appearance_clothing_underwear_thongs | 13,667 |
| appearance_clothing_uniforms-outfits | 16,604 |
| appearance_clothing_uniforms-outfits_cosplay | 9,838 |
| appearance_clothing_upskirt-downblouse | 5,543 |
| appearance_expressions | 7,827 |
| appearance_pose | 19,012 |
| appearance_wet-&-messy | 10,189 |
| artificial-images | 261,375 |
| artificial-images_fictional-characters-shows | 79,331 |
| artificial-images_hentai | 119,076 |
| artificial-images_photoshop | 5,975 |
| body-parts_head_hair | 1,573 |
| body-parts_head_hair_blonde | 4,232 |
| body-parts_head_hair_brunette | 3,448 |
| body-parts_head_hair_dyed | 1,529 |
| body-parts_head_hair_hairstyle | 11,516 |
| body-parts_head_hair_redhead | 9,852 |
| body-parts_head_lips-mouth | 6,390 |
| body-parts_lower-body | 7,403 |
| body-parts_lower-body_ass | 31,063 |
| body-parts_lower-body_asshole | 12,336 |
| body-parts_lower-body_ass_large | 14,905 |
| body-parts_lower-body_feet | 15,645 |
| body-parts_lower-body_gap | 2,624 |
| body-parts_lower-body_genitalia_penis | 36,551 |
| body-parts_lower-body_genitalia_penis_large | 10,588 |
| body-parts_lower-body_genitalia_penis_small | 6,689 |
| body-parts_lower-body_genitalia_vulva | 45,016 |
| body-parts_lower-body_genitalia_vulva_hair | 18,591 |
| body-parts_lower-body_genitalia_vulva_labia | 9,054 |
| body-parts_lower-body_hips | 5,634 |
| body-parts_lower-body_legs | 15,836 |
| body-parts_upper-body | 8,291 |
| body-parts_upper-body_breasts | 48,787 |
| body-parts_upper-body_breasts_from-an-angle | 16,262 |
| body-parts_upper-body_breasts_implants | 5,113 |
| body-parts_upper-body_breasts_large | 39,872 |
| body-parts_upper-body_breasts_nipples | 22,016 |
| body-parts_upper-body_breasts_small | 13,577 |
| body-traits_complexion_freckles | 4,555 |
| body-traits_complexion_light-skin | 5,943 |
| body-traits_complexion_tan | 2,808 |
| body-traits_traits_pregnant | 5,427 |
| body-traits_types_bbw | 17,135 |
| body-traits_types_chubby | 24,111 |
| body-traits_types_curvy | 9,907 |
| body-traits_types_petite | 8,445 |
| body-traits_types_skinny-thin | 7,411 |
| classic-vintage | 16,504 |
| communities | 31,985 |
| communities_identification | 4,119 |
| communities_personals | 323 |
| communities_role-play | 24 |
| cum-play_cum | 9,074 |
| cum-play_cum_creampie | 2,928 |
| cum-play_cum_cum-shot | 5,700 |
| cum-play_cum_cum-shot_bukkake | 688 |
| cum-play_cum_cum-shot_facial | 3,360 |
| cum-play_cum_swallowing | 88 |
| cum-play_female | 3,977 |
| ethnicity | 26,302 |
| ethnicity_asian | 56,266 |
| ethnicity_black | 7,483 |
| ethnicity_euro | 4,522 |
| ethnicity_indian | 11,158 |
| ethnicity_japanese | 6,989 |
| exhibition | 9 |
| exhibition_gonewild | 196,328 |
| exhibition_public | 24,503 |
| fetish | 27,824 |
| fetish_bdsm | 5,329 |
| fetish_bdsm_bondage | 12,541 |
| fetish_bdsm_domination-&-submission | 11,252 |
| fetish_bdsm_domination-&-submission_femdom | 20,975 |
| fetish_drugs | 3,397 |
| fetish_role-enactment | 3,846 |
| fetish_role-enactment_age-play | 2,880 |
| fetish_role-enactment_furry | 3,971 |
| fetish_role-enactment_pet-play | 2,298 |
| fetish_watersports | 7,538 |
| general-categories | 129,447 |
| general-categories_artistic-or-borderline-porn | 13,229 |
| general-categories_desktop-wallpaper | 13,607 |
| general-categories_gifs | 65 |
| general-categories_humorous | 2,726 |
| general-categories_p.o.v | 3,054 |
| general-categories_passionate | 392 |
| general-categories_videos | 573 |
| groups | 120 |
| groups_alt | 25,569 |
| groups_athlete | 11,424 |
| groups_camgirl | 5,062 |
| groups_celebrity | 18,874 |
| groups_country | 979 |
| groups_nerd | 6,091 |
| groups_pornstar | 4,019 |
| groups_religious | 1,260 |
| groups_specific-personality | 7,586 |
| illegal-taboo_incest | 4,822 |
| lgbt_bisexual | 1,118 |
| lgbt_crossdressing | 15,843 |
| lgbt_gay | 71,292 |
| lgbt_lesbian | 6,739 |
| lgbt_transgender | 1,283 |
| lgbt_transsexual | 25,359 |
| literary | 395 |
| locations_man-made | 2,946 |
| locations_nature | 5,751 |
| locations_nature_beach | 6,609 |
| sex | 2,830 |
| sex_anal | 5,596 |
| sex_anal_gaping | 1,621 |
| sex_anal_rimming | 651 |
| sex_breasts | 288 |
| sex_fisting | 974 |
| sex_group | 833 |
| sex_group_large-group | 3,058 |
| sex_group_swinging | 13,558 |
| sex_group_threesome | 1,837 |
| sex_insertion | 6,041 |
| sex_interracial | 1,352 |
| sex_masturbation | 3,345 |
| sex_oral | 6,755 |
| sex_orgasm | 307 |
| sex_toys | 11,924 |
| specific-actor-actress | 132,028 |
| specific-company | 19,889 |
| wtf | 8,066 |