# nsfw_data_source_urls **Repository Path**: BMBH/nsfw_data_source_urls ## Basic Information - **Project Name**: nsfw_data_source_urls - **Description**: Collection of NSFW images URLs for the purposes of training an NSFW Image Classifier - **Primary Language**: Unknown - **License**: MIT - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2021-06-22 - **Last Updated**: 2023-06-29 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # NSFW data source URLs ## Description Repository contains lists of URLs that will help you download NSFW images, this set can be used in building big enough dataset to train robust NSFM classification model. This work inspired by [nsfw_data_scrapper](https://github.com/alexkimxyz/nsfw_data_scrapper) and for downloading images suggested to use scripts from the scrapper. ## Stats In folder `raw_data` you will find different `txt` files each of them contains list of URLs, here some stats for this set: - **159** different categories - in total **1 589 331** URLs - after downloading and cleaning it's possible to have ~ **500GB** or in other words ~ **1 300 000** of NSFW images | file name | number of URLs | |--------------------------------------------------------------|----------------| | urls_age_college.txt | 2949 | | urls_age_mature.txt | 5942 | | urls_age_milf.txt | 8503 | | urls_age_teen.txt | 5389 | | urls_amateur.txt | 13033 | | urls_amateur_self-shots.txt | 10306 | | urls_appearance.txt | 2734 | | urls_appearance_appearance-modification.txt | 3795 | | urls_appearance_appearance-modification_piercings.txt | 1339 | | urls_appearance_appearance-modification_tattoos.txt | 1983 | | urls_appearance_clothing.txt | 24924 | | urls_appearance_clothing_bodyparts-through-clothes.txt | 6691 | | urls_appearance_clothing_bottomless.txt | 2390 | | urls_appearance_clothing_clothed-naked-pair.txt | 1274 | | urls_appearance_clothing_dresses.txt | 4360 | | urls_appearance_clothing_shoes.txt | 1238 | | urls_appearance_clothing_stockings.txt | 2556 | | urls_appearance_clothing_swimwear.txt | 741 | | urls_appearance_clothing_tight-clothing.txt | 11522 | | urls_appearance_clothing_topless.txt | 1009 | | urls_appearance_clothing_underwear.txt | 3190 | | urls_appearance_clothing_underwear_panties.txt | 9512 | | urls_appearance_clothing_underwear_thongs.txt | 2636 | | urls_appearance_clothing_uniforms-outfits.txt | 15390 | | urls_appearance_clothing_uniforms-outfits_cosplay.txt | 6465 | | urls_appearance_clothing_upskirt-downblouse.txt | 2599 | | urls_appearance_expressions.txt | 1396 | | urls_appearance_pose.txt | 8377 | | urls_appearance_wet-&-messy.txt | 9169 | | urls_artificial-images.txt | 247993 | | urls_artificial-images_fictional-characters-shows.txt | 73349 | | urls_artificial-images_hentai.txt | 81178 | | urls_artificial-images_photoshop.txt | 10146 | | urls_body-parts_head_hair.txt | 1797 | | urls_body-parts_head_hair_blonde.txt | 6227 | | urls_body-parts_head_hair_brunette.txt | 2022 | | urls_body-parts_head_hair_dyed.txt | 1011 | | urls_body-parts_head_hair_hairstyle.txt | 6946 | | urls_body-parts_head_hair_redhead.txt | 4725 | | urls_body-parts_head_lips-mouth.txt | 4449 | | urls_body-parts_lower-body.txt | 2136 | | urls_body-parts_lower-body_ass.txt | 9420 | | urls_body-parts_lower-body_ass_large.txt | 3654 | | urls_body-parts_lower-body_asshole.txt | 1826 | | urls_body-parts_lower-body_feet.txt | 3539 | | urls_body-parts_lower-body_gap.txt | 1332 | | urls_body-parts_lower-body_genitalia_penis.txt | 6611 | | urls_body-parts_lower-body_genitalia_penis_large.txt | 1607 | | urls_body-parts_lower-body_genitalia_penis_small.txt | 2233 | | urls_body-parts_lower-body_genitalia_vulva.txt | 12746 | | urls_body-parts_lower-body_genitalia_vulva_hair.txt | 12085 | | urls_body-parts_lower-body_genitalia_vulva_labia.txt | 5037 | | urls_body-parts_lower-body_hips.txt | 3490 | | urls_body-parts_lower-body_legs.txt | 3104 | | urls_body-parts_upper-body.txt | 4465 | | urls_body-parts_upper-body_breasts.txt | 11962 | | urls_body-parts_upper-body_breasts_from-an-angle.txt | 7196 | | urls_body-parts_upper-body_breasts_implants.txt | 3913 | | urls_body-parts_upper-body_breasts_large.txt | 11582 | | urls_body-parts_upper-body_breasts_nipples.txt | 4383 | | urls_body-parts_upper-body_breasts_small.txt | 3094 | | urls_body-traits_complexion_freckles.txt | 2309 | | urls_body-traits_complexion_light-skin.txt | 1436 | | urls_body-traits_complexion_tan.txt | 827 | | urls_body-traits_traits.txt | 157 | | urls_body-traits_traits_flexible.txt | 862 | | urls_body-traits_traits_pregnant.txt | 2674 | | urls_body-traits_types_bbw.txt | 8160 | | urls_body-traits_types_chubby.txt | 8207 | | urls_body-traits_types_curvy.txt | 1799 | | urls_body-traits_types_petite.txt | 2305 | | urls_body-traits_types_skinny-thin.txt | 4560 | | urls_classic-vintage.txt | 16532 | | urls_communities.txt | 12500 | | urls_communities_identification.txt | 1507 | | urls_communities_personals.txt | 1106 | | urls_communities_role-play.txt | 226 | | urls_cum-play_cum.txt | 4514 | | urls_cum-play_cum_creampie.txt | 1493 | | urls_cum-play_cum_cum-shot.txt | 4719 | | urls_cum-play_cum_cum-shot_bukkake.txt | 1042 | | urls_cum-play_cum_cum-shot_facial.txt | 2458 | | urls_cum-play_cum_swallowing.txt | 51 | | urls_cum-play_female.txt | 921 | | urls_ethnicity.txt | 19675 | | urls_ethnicity_asian.txt | 26674 | | urls_ethnicity_black.txt | 4220 | | urls_ethnicity_euro.txt | 3949 | | urls_ethnicity_indian.txt | 11195 | | urls_ethnicity_japanese.txt | 8109 | | urls_exhibition.txt | 10 | | urls_exhibition_gonewild.txt | 96718 | | urls_exhibition_public.txt | 15066 | | urls_fetish.txt | 22656 | | urls_fetish_bdsm.txt | 3301 | | urls_fetish_bdsm_bondage.txt | 8962 | | urls_fetish_bdsm_domination-&-submission.txt | 13608 | | urls_fetish_bdsm_domination-&-submission_femdom.txt | 9205 | | urls_fetish_drugs.txt | 1171 | | urls_fetish_role-enactment.txt | 942 | | urls_fetish_role-enactment_age-play.txt | 2053 | | urls_fetish_role-enactment_furry.txt | 2455 | | urls_fetish_role-enactment_pet-play.txt | 1270 | | urls_fetish_role-enactment_rape-abuse.txt | 1091 | | urls_fetish_watersports.txt | 5128 | | urls_general-categories.txt | 212869 | | urls_general-categories_artistic-or-borderline-porn.txt | 8944 | | urls_general-categories_desktop-wallpaper.txt | 20173 | | urls_general-categories_gifs.txt | 1228 | | urls_general-categories_humorous.txt | 1909 | | urls_general-categories_p.o.v..txt | 1025 | | urls_general-categories_passionate.txt | 781 | | urls_general-categories_porn-for-women.txt | 31 | | urls_general-categories_videos.txt | 400 | | urls_groups.txt | 97 | | urls_groups_alt.txt | 10321 | | urls_groups_athlete.txt | 7719 | | urls_groups_camgirl.txt | 4321 | | urls_groups_celebrity.txt | 46437 | | urls_groups_country.txt | 787 | | urls_groups_nerd.txt | 3742 | | urls_groups_pornstar.txt | 3860 | | urls_groups_pornstar_pornstar-lookalike.txt | 0 | | urls_groups_religious.txt | 1054 | | urls_groups_specific-personality.txt | 4012 | | urls_illegal-taboo.txt | 0 | | urls_illegal-taboo_bestiality.txt | 0 | | urls_illegal-taboo_incest.txt | 3816 | | urls_illegal-taboo_voyeurism.txt | 439 | | urls_lgbt_bisexual.txt | 1244 | | urls_lgbt_crossdressing.txt | 2443 | | urls_lgbt_gay.txt | 19812 | | urls_lgbt_lesbian.txt | 5179 | | urls_lgbt_transgender.txt | 719 | | urls_lgbt_transsexual.txt | 13106 | | urls_literary.txt | 1953 | | urls_locations_man-made.txt | 3869 | | urls_locations_nature.txt | 3831 | | urls_locations_nature_beach.txt | 4698 | | urls_non-porn-nsfw.txt | 21389 | | urls_sex.txt | 1313 | | urls_sex_anal.txt | 4683 | | urls_sex_anal_gaping.txt | 754 | | urls_sex_anal_rimming.txt | 688 | | urls_sex_breasts.txt | 176 | | urls_sex_fisting.txt | 1033 | | urls_sex_group.txt | 1134 | | urls_sex_group_large-group.txt | 2989 | | urls_sex_group_swinging.txt | 4466 | | urls_sex_group_threesome.txt | 1747 | | urls_sex_insertion.txt | 4344 | | urls_sex_interracial.txt | 906 | | urls_sex_masturbation.txt | 2032 | | urls_sex_oral.txt | 4155 | | urls_sex_orgasm.txt | 327 | | urls_sex_toys.txt | 6710 | | urls_specific-actor-actress.txt | 52409 | | urls_specific-company.txt | 18763 | | urls_wtf.txt | 4001 | ## NOTE 1. After downloading is highly suggested to clean your dataset, for example: - delete duplicates - remove images that was banned/deleted (they have a special image placeholder) - find out corrupted data and remove it also - etc 2. Pay attention to noise, some resources provide highly mixed data of NSFW and neutral images 3. This repository helps in retrieving NSFW images and there's no special URLs for neutral content