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 2,357,573 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 |