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Collection of NSFW images URLs for the purposes of training an NSFW Image Classifier
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Add NSFW URLs from Hexstream's Classy Clop Collection.
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raw_data Add NSFW URLs from Hexstream's Classy Clop Collection. Feb 22, 2019
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README.md

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 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
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