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Automated anime image tagging

Name: Anonymous 2016-01-28 11:06

Name: Anonymous 2016-01-28 15:55

Fucking finally. Thirty thousand images aren't going to organize themselves. But I also need something to sort photographs. Lazy fucking nips.

Name: Anonymous 2016-01-28 22:22

>>2
Lazy fucking censored nips.

Name: Anonymous 2016-01-29 1:11

I knew Danbooru's obsessive-compulsive tagging would eventually lead to true AI.

Name: Anonymous 2016-01-29 1:17

List of tags:

1girl
solo
long hair
short hair
blush
breasts
multiple girls
smile
blonde hair
blue eyes
brown hair
open mouth
hat
thighhighs
red eyes
skirt
2girls
black hair
ribbon
twintails
underwear
school uniform
brown eyes
blue hair
1boy
monochrome
panties
dress
green eyes
gloves
bow
hair ornament
animal ears
looking at viewer
nipples
comic
sitting
weapon
navel
large breasts
purple eyes
cleavage
pink hair
purple hair
closed eyes
jewelry
wings
hair ribbon
ponytail
green hair
simple background
hair bow
red hair
tail
yellow eyes
very long hair
nude
glasses
swimsuit
ass
flower
bare shoulders
silver hair
hairband
braid
pantyhose
boots
censored
detached sleeves
black legwear
one eye closed
tears
barefoot
multiple boys
white background
pussy
ahoge
necktie
lying
sword
shirt
japanese clothes
heart
male
bikini
penis
midriff
serafuku
cum
cat ears
food
striped
white hair
sweat
3girls
shoes
chibi
elbow gloves
looking back
flat chest
fang
open clothes
sky
earrings
yuri
white legwear
:d
sex
pointy ears
tongue
2boys
socks
pink eyes
solo focus
twin braids
hairclip
spread legs
choker
zettai ryouiki
shorts
scarf
feet
legs
aqua eyes
alternate costume
long sleeves
frills
belt
side ponytail
black eyes
huge breasts
cape
hetero
bunny ears
fingerless gloves
sketch
water
standing
maid
cloud
open shirt
orange hair
aqua hair
horns
star
white panties
hug
magical girl
book
bra
4koma
armor
jacket
scan
gun
kimono
parody
pleated skirt
lingerie
bangs
bag
armpits
necklace
apron
uniform
holding
covered nipples
blood
no panties
grin
multicolored hair
cat tail
on back
bed
game cg
one-piece swimsuit
kneeling
hair flower
siblings
character name
4girls
no bra
collarbone
witch hat
fruit
bracelet
headphones
bottomless
cosplay
pantyshot
ascot
lips
sweatdrop
bust
dark skin
from behind
vaginal
bat wings
plaid
tree
tongue out
6+girls
:o
pussy juice
traditional media
short sleeves
grey hair
maid headdress
kneehighs
pubic hair
torn clothes
saliva
puffy sleeves
wrist cuffs
high heels
umbrella
topless
vest
drill hair
striped panties
striped legwear
petals
face
thighs
holding hands
school swimsuit
collar
moon
wet
hair tubes
couple
bdsm
hair bobbles
pants
arms up
underboob
dutch angle
cum in pussy
:3
pillow
chain
uncensored
headband
nail polish
rose
cover
no humans
eyepatch
military
wallpaper
anus
short twintails
skirt lift
mouth hold
cameltoe
undressing
bondage
hand on hip
alternate hairstyle
wide sleeves
shirt lift
miniskirt
oral
sideboob
breast grab
crossover
shiny
hands
child
tokin hat
thigh boots
double bun
see-through
leaf
glowing
v
makeup
white gloves
panty pull
cat
blush stickers
hair over one eye
sleeping
heterochromia
5girls
orange eyes
bird
sisters
happy
genderswap
military uniform
cum on body
sleeveless
knife
copyright name
^ ^
sweater
capelet
bodysuit
bent over
eating
plaid skirt
younger
chinese clothes
formal
night
english
side-tie bikini
katana
dress shirt
bandages
coat
instrument
cup
hat ribbon
wariza
off shoulder
facial hair
fellatio
sash
back
stuffed toy
oekaki
casual
lipstick
kiss
mask
payot
polearm
otoko no ko
blunt bangs
outstretched arms
hoodie
crossed arms
wolf ears
sandals
shiny skin
mole
profile
bell
third eye
black panties
areolae
blazer
grey eyes
fox tail
multiple tails
:<
beach
facial
single braid
bowtie
skirt set
helmet
<
arm up
tattoo
window
embarrassed
spoilers
signature
head wings
stuffed animal
beret
chair
cum on upper body
antenna hair
broom
mound of venus
arm support
suit
letterboxed
butterfly
small breasts
suspenders
on side
fox ears
convenient censoring
bike shorts
no pants
two-tone hair
knee boots
arms behind back
angry
no hat
upskirt
3boys
fan
mecha
fire
nature
checkered
surprised
dual persona
cross
pointing
microphone
parted lips
cherry blossoms
eyelashes
outdoors
scar
all fours
bare legs
thigh gap
garter straps
anal
crescent
feathers
snake
headset
cover page
two side up
staff
foreshortening
breast press
leotard
goggles
bunnysuit
gradient hair
side-tie panties
tan
backpack
monster girl
leaning forward
hood
cum on breasts
personification
frown
covering
bikini top
girl on top
muscle
crossed legs
fangs
ocean
pink panties
screencap
fingernails
full moon
from above
kemonomimi mode
denim
twin drills
towel
rope
group sex
toes
/\/\/\
o o
sparkle
china dress
mary janes
polka dot
dated
demon girl
masturbation
pov
horn
gym uniform
:p
bob cut
everyone
glowing eyes
short shorts
musical note
straddling
from below
trembling
christmas
twins
no headwear
shadow
underwear only
crossdressing
frog
looking at another
turtleneck
snow
wavy mouth
licking
lolita fashion
elf
mosaic censoring
buruma
phone
symbol-shaped pupils
black gloves
puffy nipples
armband
light smile
table
rape
crown
garter belt
pale skin
squatting
handjob
doll
on stomach
photo
long image
headgear
obi
commentary
tentacles
spread pussy
between breasts
facial mark
bottle
gauntlets
grass
hatsune miku
hakurei reimu
kirisame marisa
izayoi sakuya
remilia scarlet
flandre scarlet
kochiya sanae
alice margatroid
patchouli knowledge
akemi homura
kaname madoka
hong meiling
konpaku youmu
yakumo yukari
cirno
fujiwara no mokou
miki sayaka
shameimaru aya
tomoe mami
reisen udongein inaba
saigyouji yuyuko
sakura kyouko
kagamine rin
inubashiri momiji
komeiji koishi
komeiji satori
kazami yuuka
moriya suwako
yakumo ran
kamishirasawa keine
reiuji utsuho
kawashiro nitori
chen
rumia
kaenbyou rin
saber
admiral (kantai collection)
konpaku youmu (ghost)
kagamine len
hinanawi tenshi
tatara kogasa
koakuma
hijiri byakuren
akiyama mio
ibuki suika
yasaka kanako
megurine luka
mystia lorelei
inaba tewi
houraisan kaguya
shimakaze (kantai collection)
hoshiguma yuugi
kyubey
morichika rinnosuke
nakano azusa
shanghai doll
mizuhashi parsee
yagokoro eirin
nazrin
houjuu nue
hirasawa yui
kongou (kantai collection)
kaga (kantai collection)
wriggle nightbug
souryuu asuka langley
mononobe no futo
tainaka ritsu
matoi ryuuko
toyosatomimi no miko
tenryuu (kantai collection)
kagiyama hina
daiyousei
toramaru shou
himekaidou hatate
onozuka komachi
kaito
nagae iku
fate testarossa
kotobuki tsumugi
gilgamesh
barnaby brooks jr
akagi (kantai collection)
inazuma (kantai collection)
suzumiya haruhi
kaburagi t kotetsu
shiki eiki
misaka mikoto
joseph joestar (young)
nagato yuki
kumoi ichirin
miyako yoshika
senketsu
hoshii miki
murasa minamitsu
ibaraki kasen
kurodani yamame
rensouhou-chan
takamachi nanoha
gumi
meiko
kasodani kyouko
kotomine kirei
kaku seiga
soga no tojiko
ikazuchi (kantai collection)
black rock shooter (character)
caesar anthonio zeppeli
kiryuuin satsuki
aki minoriko
kise yayoi
hibiki (kantai collection)
yoko littner
midorikawa nao
amami haruka
toosaka rin
gokou ruri
ayanami rei
kisaragi chihaya
link
aki shizuha
ganaha hibiki
haruna (kantai collection)
minase iori
nagato (kantai collection)
kikuchi makoto
lancer (fate/zero)
shikinami asuka langley
atago (kantai collection)
aoki reika
shijou takane
charlotte (madoka magica)
letty whiterock
kuujou joutarou
usami renko
ultimate madoka
narukami yuu
hiiragi kagami
wo-class aircraft carrier
emiya kiritsugu
chun-li
kisume
hata no kokoro
dio brando
waver velvet
maribel hearn
tatsuta (kantai collection)
futatsuiwa mamizou
akatsuki (kantai collection)
takatsuki yayoi
touko (pokemon)
mankanshoku mako
super sonico
stocking (psg)
kousaka kirino
aida mana
hoshizora miyuki
kitakami (kantai collection)
matou sakura
asahina mikuru
kashiwazaki sena
morrigan aensland
pikachu
eila ilmatar juutilainen
izumi konata
shirogane naoto
suigintou
hishikawa rikka
rider (fate/zero)
hieda no akyuu
sanya v litvyak
lunasa prismriver
nishikino maki
yazawa nico
miura azusa
female admiral (kantai collection)
hino akane
nia teppelin
asuna (sao)
mikasa ackerman
takanashi rikka
yukikaze (kantai collection)
ikari shinji
houjou hibiki
futami mami
hagiwara yukiho
akizuki ritsuko
satonaka chie
unzan
jonathan joestar
toujou nozomi
simon
medicine melancholy
beatrice
kyon
futami ami
imaizumi kagerou
accelerator
matou kariya
cammy white
amatsukaze (kantai collection)
christa renz
kirishima (kantai collection)
hikari (pokemon)
oshino shinobu
tsukino usagi
c.c.
hiei (kantai collection)
kurumi erika
cure peace
kirino ranmaru
red (pokemon)
jakuzure nonon
irisviel von einzbern
toshinou kyouko
shirai kuroko
kirito
erica hartmann
lily white
mei (pokemon)
ayase eli
minamino kanade
sheryl nome
ryuujou (kantai collection)
yagami hayate
miyafuji yoshika
shigure (kantai collection)
nagisa kaworu
shiranui (kantai collection)
yuuki makoto
ikamusume
gertrud barkhorn
mutsu (kantai collection)
archer
toosaka tokiomi
panty (psg)
merlin prismriver
kallen stadtfeld
ymir (shingeki no kyojin)
zuikaku (kantai collection)
akaza akari
tenshi (angel beats!)
amagi yukiko
illyasviel von einzbern
yuudachi (kantai collection)
emiya shirou
lyrica prismriver
hanasaki tsubomi
junketsu
gamagoori ira
eren yeager
kuujou jolyne
hiiragi tsukasa
kenzaki makoto
makise kurisu
nami
ushiromiya battler
i-19 (kantai collection)
akuma homura
shoukaku (kantai collection)
northern ocean hime
levi (shingeki no kyojin)
furude rika
hanamura yousuke
minami kotori
haruka (pokemon)
ooi (kantai collection)
kujikawa rise
makinami mari illustrious
charlotte e yeager
ivan karelin
tifa lockhart
fubuki (kantai collection)
sendai hakurei no miko
takao (kantai collection)
ragna the bloodedge
kamijou touma
princess zelda
kijin seija
kiso (kantai collection)
kousaka honoka
otonashi kotori
cure beauty
suzuya (kantai collection)
yamato (kantai collection)
tsukikage yuri
tatsumi kanji
noumi kudryavka
berserker (fate/zero)
houshou (kantai collection)
kakyouin noriaki
wakasagihime
caster (fate/zero)
gold (pokemon)
luna child
giorno giovanna
charlotte dunois
hirasawa ui
last order
ushiromiya ange
female protagonist (persona 3)
kinomoto sakura
shokuhou misaki
alice (wonderland)
sailor moon
yowane haku
shinki
chitanda eru
producer (idolmaster)
sakamoto mio
aisaka taiga
kamui gakupo
naka (kantai collection)
ia (vocaloid)
myoudouin itsuki
yuri lowell
lynette bishop
sonoda umi
uryuu ryuunosuke
sunny milk
star sapphire
lelouch lamperouge
cure march
samus aran
ryuuguu rena
saten ruiko
kasumi (pokemon)
sekibanki
touya (pokemon)
sukuna shinmyoumaru
musashi (kantai collection)
kousaka tamaki
karina lyle
princess peach
ranka lee
akizuki ryou
perrine h clostermann
cure happy
higashi setsuna
hanekawa tsubasa
sakura miku
natsume rin
louise francoise le blanc de la valliere
cure marine
sanageyama uzu
keith goodman
funami yui
mima
johnny joestar
pyonta
huang baoling
seaport hime
kamina
hoshizora rin
ushio (kantai collection)
senjougahara hitagi
saber extra
elvaan
sakata gintoki
fujibayashi kyou
haruno sakura
lancer
sonozaki mion
noel vermillion
koizumi itsuki
yotsuba alice
yoshikawa chinatsu
cure sunny
kuma (persona 4)
shibuya rin
kayneth archibald el-melloi
hourai doll
francesca lucchini
aegis (persona)
murakumo (kantai collection)
makoto nanaya
shana
cure blossom
rider
higashikata jousuke
n (pokemon)
kotone (pokemon)
souseiseki
taihou (kantai collection)
yui (angel beats!)
honma meiko
bismarck (kantai collection)
nishizumi miho
souryuu (kantai collection)
misumi nagisa
nyarlathotep (nyaruko-san)
cure sunshine
lilith aensland
yuzuriha inori
sengoku nadeko
blue (pokemon)
asakura ryouko
houjou satoko
koizumi hanayo
armin arlert
momozono love
index
ryougi shiki
cure melody
shindou takuto
signum
kasumi (doa)
seiren (suite precure)
hanyuu
uiharu kazari
ib (ib)
tokiko (touhou)
mizuno ami
verniy (kantai collection)
takara miyuki
yukishiro honoka
hamakaze (kantai collection)
suiseiseki
ookido green
inumuta houka
alice margatroid (pc-98)
raising heart
oktavia von seckendorff
ahri
sorceress (dragon's crown)
kozakura mary
nico robin
shirayuki hime
akiyama yukari
kurokawa eren
nu-13
yuubari (kantai collection)
futaba anzu
holo
shinku
madotsuki
hiryuu (kantai collection)
hatsune miku (append)
bel (pokemon)
shiranui mai
nibutani shinka
anjou naruko
silver (pokemon)
aino minako
kasugano sakura
vita
satoshi (pokemon)
oomuro sakurako
su-san
hyuuga hinata
re-class battleship
araragi karen
hachikuji mayoi
laura bodewig
felicia
shirabe ako
mithra
garry (ib)
crystal (pokemon)
kousaka kyousuke
sazanami (kantai collection)
kumano (kantai collection)
vivio
uzumaki naruto
furutani himawari
sendai (kantai collection)
aragaki ayase
minna-dietlinde wilcke
monkey d luffy
frederica bernkastel
maou (maoyuu)
assassin (fate/zero)
naoe riki
silica
kisaragi shintarou
arcueid brunestud
bardiche
shirasaka koume
sonozaki shion
haramura nodoka
kido tsubomi
yuno
takagaki kaede
manabe nodoka
kirigaya suguha
regina (dokidoki! precure)
kishibe rohan
rachel alucard
igarashi kyou (eroe)
cure moonlight
kyonko
kamikita komari
milla maxwell
cure heart
gyro zeppeli
furukawa nagisa
tateyama ayano
japan (hetalia)
watatsuki no yorihime
han juri
kanzaki ranko
midna
fairy (kantai collection)
rita mordio
kirin (armor)
kirijou mitsuru
motoori kosuzu
sonohara anri
araragi koyomi
sailor mercury
ushiromiya maria
yuki miku
i-58 (kantai collection)
touhou
original
kantai collection
vocaloid
mahou shoujo madoka magica
idolmaster
fate (series)
precure
pokemon
jojo no kimyou na bouken
k-on!
pokemon (game)
idolmaster cinderella girls
fate/zero
final fantasy
strike witches
fate/stay night
persona
gundam
lyrical nanoha
to aru majutsu no index
kill la kill
neon genesis evangelion
inazuma eleven (series)
smile precure!
suzumiya haruhi no yuuutsu
love live! school idol project
tiger & bunny
street fighter
tales of (series)
persona 4
blazblue
shingeki no kyojin
monogatari (series)
inazuma eleven go
tengen toppa gurren lagann
to aru kagaku no railgun
ore no imouto ga konna ni kawaii wake ga nai
umineko no naku koro ni
bishoujo senshi sailor moon
mahou shoujo lyrical nanoha
pokemon bw
code geass
sword art online
league of legends
lucky star
dragon quest
saki
dokidoki! precure
mahou shoujo lyrical nanoha strikers
the legend of zelda
one piece
danganronpa
touhou (pc-98)
black rock shooter
persona 3
yuru yuri
rozen maiden
heartcatch precure!
fire emblem
vampire (game)
rebuild of evangelion
bakemonogatari
little busters!
king of fighters
axis powers hetalia
panty & stocking with garterbelt
inazuma eleven
macross
mahou shoujo madoka magica movie
naruto
suite precure
queen's blade
idolmaster million live!
higurashi no naku koro ni
pixiv fantasia
girls und panzer
kagerou project
chuunibyou demo koi ga shitai!
yuu-gi-ou
ragnarok online
boku wa tomodachi ga sukunai
angel beats!
kamen rider
mahou shoujo lyrical nanoha a's
monster hunter
infinite stratos
megami
macross frontier
tsukihime
skullgirls
to love-ru
bleach
final fantasy vii
to heart 2
fate/extra
danganronpa 1
clannad
nitroplus
amagami
sword girls
pokemon bw2
guilty gear
gundam 00
final fantasy xi
tales of vesperia
steins;gate
super mario bros.
fresh precure!
dragon ball
puzzle & dragons
rockman
happinesscharge precure!
dead or alive
gintama
super robot wars
pokemon dppt
disgaea
pokemon xy
m.u.g.e.n
steel ball run
pokemon hgss
tales of xillia
zero no tsukaima
nisemonogatari
working!!
durarara!!
senran kagura (series)
dragon's crown
senran kagura
shinryaku! ikamusume
nichijou
hyouka
dragon ball z
pokemon (anime)
mahou sensei negima!
tekken
yes! precure 5
super danganronpa 2
ano hi mita hana no namae wo bokutachi wa mada shiranai.
sayonara zetsubou sensei
phantasy star
shinrabanshou
nintendo
pokemon rse
toradora!
evangelion: 3.0 you can (not) redo
twilight princess
kyoukaisenjou no horizon
gundam build fighters
fullmetal alchemist
alice in wonderland
magi the labyrinth of magic
futari wa precure
hidamari sketch
vividred operation
gundam seed
os-tan
idolmaster 2
dragon quest iii
street fighter iv
atelier (series)
real life
choujigen game neptune
saki achiga-hen
fire emblem: kakusei
nyantype
cardcaptor sakura
inazuma eleven go chrono stone
haiyore! nyaruko-san
idolmaster dearly stars
puyopuyo
love plus
resident evil
utau
hayate no gotoku!
kami nomi zo shiru sekai
digimon
soulcalibur
pokemon gsc
persona 3 portable
fate/extra ccc
fate/hollow ataraxia
ib
yuu-gi-ou duel monsters
dog days
free!
pokemon rgby
shakugan no shana
pokemon special
melty blood
final fantasy iv
samurai spirits
final fantasy vi
elsword
guilty crown
metroid
project diva (series)
nagi no asukara
sekaiju no meikyuu
kanon
metal gear (series)
super smash bros.
marvel
date a live
kara no kyoukai
capcom
evangelion: 2.0 you can (not) advance
dragon quest iv
my little pony
sekai seifuku: bouryaku no zvezda
darker than black
fatal fury
aquarion (series)
aikatsu!
my little pony friendship is magic
final fantasy tactics
pokemon frlg
tamako market
final fantasy ix
maria-sama ga miteru
tales of graces
arcana heart
yume nikki
aquarion evol
black lagoon
phantasy star online 2
azumanga daiou
mabinogi
final fantasy v
ar tonelico
mawaru penguindrum
pangya
wild arms
gundam seed destiny
gyakuten saiban
hataraku maou-sama!
busou shinki
souls (from software)
ranma 1/2
kannagi
aoki hagane no arpeggio
maoyuu maou yuusha
tales of the abyss
aria
spice and wolf
seiken densetsu
dragon quest v
to love-ru darkness
pixiv fantasia 5
dissidia final fantasy
accel world
ano natsu de matteru
ocarina of time
final fantasy x
street fighter zero
suzumiya haruhi no shoushitsu
rwby
aa megami-sama
kingdom hearts
my-hime
inu x boku ss
fate/apocrypha
gundam unicorn
hunter x hunter
dream c club
koihime musou
air
muvluv
monster girl encyclopedia
ikkitousen
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Name: Anonymous 2016-01-29 4:49

http://booru.guhnoo.org/up/ZpINeJh
I wonder if it actually percieved green eyes and a flat chest, or if it just strongly associated them with Konata. I would have assumed the latter, but this one http://booru.guhnoo.org/up/QRz4a9W is a screenshot of Chinatsu in a bath, but it tags her as wet, child, pink hair, and blue eyes without identifying her by name or Yuruyuri. This one, http://booru.guhnoo.org/up/o9jXiWO , is of two of the Mitsudomoe sisters, but the fat on is looking in a mirror so it tags it as 3girls (and also as Ichigo Mashimaro, lyl), and somehow, embarrassed. I am suspect of the flat chest tag though, because Flan here, http://booru.guhnoo.org/up/c17112b895025359149b44583c9fdca6 , is clearly not flat but is tagged as such.

Name: Anonymous 2016-01-29 10:17

Please someone not as lazy as me try to deep dream it.

Name: Anonymous 2016-01-29 10:22

Name: Anonymous 2016-01-29 10:45

>>8
3D Pig disgusting.

Name: autobooru author 2016-03-07 7:41

>>6
If you search for flat_chest (lower the minimum tag confidence) you'll find that http://booru.guhnoo.org/up/d296596a0c (not identified as Tail Red) and http://booru.guhnoo.org/up/e3f9794994 (an original character) have the tag too.

My understanding is that Illustration2vec works by finding common feature vectors in its library of training images that share a tag, and then new images that have features (say) 50% similar to that vector get tagged with 50% confidence.

For example, during the initial training, it looked for visual patterns in the set of images tagged with green_eyes, and was able to find that most of the images had two greenish blobs with similar shape and relative positioning. Then when a new image has two greenish blobs that more or less share that shape and relative positioning, it gets tagged with green_eyes too.

During initial training, when it looked at images tagged with flandre_scarlet, it found that the images more or less shared a number of features such as blonde hair, red eyes, and flat chests.

When it looked at images tagged with flat_chest, it found that most images shared a flat chest feature, but it also found that maybe 90% of images with blonde hair and red eye features (and the other features it happened to find in flandre_scarlet images) also had the tag flat_chest. Therefore, it has two ways to identify new images as being flat_chest: either it identifies a similar flat chest feature, or it identifies blonde hair, red eye, etc. features and figures there's close to a 90% chance the image also has a flat chest and it just couldn't find it.

https://en.wikipedia.org/wiki/Feature_vector
https://en.wikipedia.org/wiki/Features_%28pattern_recognition%29

Name: Anonymous 2016-03-08 3:52

>>8
manga Trump?

Name: Anonymous 2016-03-08 19:54

Name: Anonymous 2016-12-11 17:42

This is cool

Name: Anonymous 2017-01-04 2:33

We must secure the existence of our people and a future for white children.

Name: Anonymous 2017-01-25 19:14

How on earth can it detect the crossdressing tag?

Name: Anonymous 2017-01-25 19:53

>>3
kek

Name: Anonymous 2017-01-26 0:46

>>15
we need to implement feminine penis detection algorithms

Name: Necrobumpers unite! 2019-03-22 19:52

Admin-sama, tell us when you can restore autobooru's repo. Managed to convince a few to host after the mixtape.moe news.

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