Machine Learning / Waifu Creation #2

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For once, I don't mind posting in a off-topic thread.

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This is alright.

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Not bad at all

AI is great

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I never thought a machine-based algorithm would create my new waifu.

Has there been any work on anime and style transfer? I feel like this is the most promising route so far for making anime real.

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totally me

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Reminder

>>161184759
noise pls

>>161184769
Too late for that, sorry.

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Ara ara~

>>161184953
>82
Do you have a problem

>>161184464
Can I be your onii-chan? I will have sex with you everyday when our parents aren't home and we will bathe together every night.

>>161184987
Yes please~

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>>161184978
yes

Why does it just say Network Error in red?

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>>161185047
it means you're not allowed to join the fun

>>161184759
Hi Tenshi!

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I wanted a delicious tomboy, not this piece of shit.

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>>161185128
this kind of tomboy? with hair so short like a dude?

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This one is probably the most clean girl I've generated so far, not much distortion

I'd play a mobile game that has a gacha that uses this to generate art

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>>161185234
what if you get pic related as your SSS grade gacha pull?

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How do I stop generating anime girls?

>>161185262
curb stomp people with her in pvp

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>>161185172
yeah something like this

>>161185266
You can't escape the waifu.

Generated 150 decent ones, that's it for my night.

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>your loli makes this face when you show her your penis

>>161185344
This is what happens to your waifus when you have more than one.

Take heed. Don't destroy your laifu.

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>>161184425
Most style-transfer work thus far has preserved feature locations in the original image, making it unsuitable for real <-> anime translation

For example, the nicest looking style transfer work I've seen is https://arxiv.org/pdf/1705.01088.pdf, which gives you results like attached

Another SotA related work is CycleGAN
(https://github.com/junyanz/CycleGAN),
but it isn't quite suitable for the same reason–it doesn't naturally recognize spatial distortions.

The closest is probably this recent paper on generating photorealistic images from segmentation maps
https://arxiv.org/pdf/1707.09405v1.pdf
If you could get a segmented dataset of anime pics as well (which seem doable, given that the only parts you care about segmenting have lines already drawn around them already), that would probably be enough to start building a network that took in photos, segmented them using normal object segmentation, then filled the segmented regions with plausible anime stuff.

Will likely be a while before anything like this actually happens, though; there is not a whole lot of engineering effort going towards making anime real at present.

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this generator is a goldmine for retarded anime reaction images

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Ikemen.

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A shame about the bottom portion of this one, everything else turned out fine though.

>>161185414
She genuinely looks like she's in pain, I just want to fix her.

Fuck, even the fucked up-looking ones are still moe.

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I want to 69 this young looking girl

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Site name is a lie. Clearly there is a cheat code to make boys.

>>161185692
glad to see my daughter in there

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Why is she looking at me like that?

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life_is_pain

>>161185922
Red bit in the background could be wings. Pretty good semen demon.

>>161185955
dear god, reminds of that one vn with the two girls stitched together

>>161186027
She looks like she's wearing a crown too, like a vampire princess.

>>161185692
Do you get all of the trips if you roll trips, or do you just get to pick one?

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>>161183370
My waifu

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>>161186158

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Am I late to cute girls party?

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>>161183370
>Paper authors are all Chinese
Will China be the first to make anime real?

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>>161183370
Not bad

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I did it!

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http://tosaka2.hatenablog.com/entry/2017/08/15/174439

This is pretty cool

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>>161186584
nope

There's the new /a/ at it again. Is no one here austistic anymore? They're clearly clueless as to the true meaning of moe if they think that facial attributes are what matters. Is this the /a/ where people don't know at least know that there is a difference between cute and moe? Also half of these look like dogshit because the AI learned from danbooru and there are a ton of horrible looking fanarts on there. Also they're all Chinese.

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>>161187733
LEAVE

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>>161187733
>learned from danbooru

pic related, it's me reading that

>>161188252
Apparently the truth is rude faggot.

>>161188317
https://makegirlsmoe.github.io/assets/pdf/technical_report.pdf

Someone didn't read the fucking technical report.

>>161187733
Did you read the fucking report? They specifically said that danbooru was shit and too varied to give good results
They used some game design place
Jesus Christ, where are all these retarded summerfags coming from

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>>161185922
Nice

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>>161188366
not sure why you're replying to me instead of the baka who didn't read the report, but, yeah

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>>161183370
all the girls made from that trash look weird and ugly

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Fuck this shit, I'm out.

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>>161188591
They're not all bad anon
Most of them are tho

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She's a beauty.

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>>161188591
I never expected to get master mangaka level drawings, it's still better than anything I could ever draw myself.

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>>161188627

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ayy

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Cute

>>161188591
>tumblr file name

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>>161183370
desu

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>>161189631
Repost, but I also narrowed it down to one between one-eyed mexicano mustache and slotharella with a very delicious eyehole.

>>161189867
Oops. That had nothing to do with above anon, I just forgot to erase his reference.

>>161189867
cute af

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>>161188901
She doesn't look half bad when enlarged.

Does it only generate moeblobs?

>>161192501
It can also generate ikemen.
>>161185575

>>161192521
Why are the images sizes so small?

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>>161192532
Why's yo dick so small

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This is my waifu. Say something nice to her!

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She's... okay

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>>161192637
she has big for hed

>>161192532
The source images are small to start off with. It says in the paper that they tried enlarging them with waifu2x, but that with all the noise in the final images resulting from the combination, even decent-looking ones didn't turn out well when upscaled. The solution would probably be to get a better source image set.

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Oh cool, a Final Fantasy guy.

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Cute random generated ojou-sama.

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This one is pretty ideal

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>>161183370

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Something is wrong

>>161183370
KAZUMA KAZUMA

>>161192900

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All right

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The URL of the generated image contains a long base-64 string, and running that string through a decoder (like https://codebeautify.org/base64-to-image-converter) reveals the top half of my waifu's face, i.e. from the mouth and above.

Too bad glasses are barely visible.

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She actually turned out pretty well. Next time I guess I'll make it more random, but I need more cute blonde girls in my life.

>>161183370
If these are generated client-side like they say, can we generate bigger images?

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What's wrong with her neck?

>>161193104
Wait, so if we take bits of the code and combine them, we can make combinations manually?

>>161193345
I think you should be asking what;s wrong with her chin.

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>>161193346
I don't think you understand how code works

>>161193377
I probably don't.

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Tell her she looks pretty.

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>>161193346
That long string is probably a raster encoding of the image, I'd expect modifying it to be about as effective as changing the pixels manually (i.e. it would defeat the purpose of generating them algorithmically).

>>161193345
Almost a hiraiface.

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Isn't it IF-chan?

>>161185692
Give me 82

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best girl

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Student consul president.

>>161193345
>>161193363
Pretty sure its a white collar on the left side.

>>161193639
sup consul

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Make some tweaks in Photoshop. Interestingly, the original picture had 2 different uniforms on either side of her body - I took one half and duplicated to the other in order to make this pic.

>>161189114

Heterochromia is Moe, right?

Anyone have more templates to be used with this?

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Perfect.

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>>161194058
Here is a mage one

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>>161193969
One noticeable flaw of the algorithm is that each of the two eye shapes appears to be independently generated, and unfortunately I don't think it's something that can be fixed with minor tweaks (simulation models aren't my forte).

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>>161194058
Have another

>>161193306
No! Read the documentation!
>>161194217
Yeah, it's trying to draw faces from scratch with no concept of what a face is

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>>161194204
>>161194248
Thanks, have a cute girl while I'll get around to generating even more.

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>>161194058
I am the bone of my templates

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>>161194058
Code is my body and algorithms is my blood

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>>161194058
I have created over a thousand waifus

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>>161194058
Unknown to anime

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>>161194058
Nor known to manga

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>>161194058
Have withstood pain to create many templates

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>>161194217
Reading their paper in more detail now (though my knowledge of machine learning is cursory at best so my conclusions should be taken with a grain of salt).

Apparently the data labels come from image tags, which means the algorithm is optimizing for ease of tagging rather than art quality. If the creators could add a feedback button for users to rate the quality of the output, and incorporate that feedback into the loss function, the algorithm might be able to generate better images over time.

Also regarding the face issue:
>we only need to sample some points in local regions around real images [...] this can be done by adding a gradient penalty term to the generator loss
Not sure what they mean by "local regions", but if they have some way of drawing boundaries around the eyes/hairs/mouth etc. they could adjust the metric to be something other than (linear) Euclidean distance, which would improve the consistency of the facial features.

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>>161194058
Yet those waifus will never be in anything

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>black hair
>long hair
>black eyes
waifu simulator

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>>161194058
so as I pray, Unlimited Template Works.

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GET IN THE FUCKING ROBOT

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My best one yet

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>>161195899
Is this smug enough?

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>>161196072
try this

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If not for the mismatched eyes, some of these could probably pass off as drawn images.

>>161183370
I'm a bit tech illiterate there. Why it didn't generate my picture instead IDM taking over and download something fishy there.

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So how does it work?

>>161196584
You seem a bit word illiterate as well.

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Pretty good, but her glasses seem to be fusing into her face.

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On average, the smug faces seem to be the best-looking ones.

Maybe it's because slight facial distortions become excusable when paired with a smug expression?

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>>161197252
You say that, but here is a catgirl.

>>161196584
it does the computations on your computer using an html5 substitute known as webassembly or some bizarre safari apple nonsense (that happens to be super fast)

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>>161197252
Actually this is the best looking one.

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Rate my wife.

>>161197551
Nightmare Edge/10
go back to Soul Caliber please

Are we able to save the noise and reuse? Actually, can we run the shit locally?

>>161197759
the shit IS run locally using webassembly
please read the documentation
yes you can save and reuse the noise by clicking on the "fixed" button
you baka

If I run this in Safari in a MacOS VirtualBox, will it be faster?

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Everyone post your spookiest

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>>161197759

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>>161197759
>>161197805
You can also use import and export to save the noise and even share it, here is the noise I used to generate sort of Catgirls.

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I made a MILF. Rate?

>>161197886
do science

>>161197931
>>161197897
Are those only shades of various reddish colors? Could I make one in mspaint randomly and upload for hillarity?

>>161197805
>>161197897
>>161197931
Oh wow, I just noticed they added an import, export button for the noise, nice.

And about running locally, I meant running it with a local web server, on my pc.

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>>161197980
If you want abominations use this

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>>161198038
dostedt

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I spent way too much time on this

>>161198257
H-How.

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To the reaction folder it goes, I guess

>>161198257
Oh? Please explain

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>>161198038
I messed around with that noise in MSPaint a bit and made it worse.

>>161198257
very nice

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>>161197980
it just looks at the top row of pixels of the noise pic. You can use all colors but it will ignore the red value and set it to 255. So you only have to change blue and green.
faggot here turned out pretty well >>161188824

>>161198257
this reveals all sorts of interesting things about this
like how it doesn't understand the difference between ties and ribbons and other such spaces in the center of the chest and also how it doesn't understand how shoulders work at all

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>>161198715

>>161198601
It also doesn't do glassess very well.

>>161198790
this is explained in the technical documentation
they also revealed that they initially published said technical documentation as a Comiket doujin

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>>161198366
>>161198382
I used 2 images with the same settings but different noise as a base and then I swapped 4 bits in the noise code with those of the other pic

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>>161197551
what the fug

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>>161198257
>>161198366
>>161198382
>>161198904
here is what happens with the noise

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>>161198601
It's essentially a neural network; it'd be a stretch to claim that it even understands faces at all.

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>>161183370
Gave me this

>>161199034
it has no context so it cannot understand
it is neither complex nor old enough to understand

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>Drill hair

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>you lived long enough to see computer generated waifus
We're really living in the future. Imagine what we'll be able to do in a few years.

>>161185692
Those trips or better are scary.

>>161199231
This is the only reason i'm still alive desu

>>161199332
I'm just waiting for genetically engineered catgirls

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Lewd

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>>161199231
In the future, there will be computer generated shows and movies.

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All my waifus are fucked up!

>>161199500
Judging by the quality of some shows in the past few years I'm fairly certain this is already in progress.

>>161199561
>tfw no triclops waifu

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Oh sweet my waifu is total fucking backed!

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who is your favorite

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Damn. I like her so much already.

PLEASE AI OVERLORD MAKE ANIME REAL

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>>161199703
this one

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I converted a generated waifu into noise, then fed her back into the AI. Further testing needed.

File: moe template.jpg (254KB, 1588x812px) Image search: [Google]

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Tell me who's the best girl.

>>161185692
Pls no trips, pls no trips.

File: DCGAN.png (613KB, 907x635px) Image search: [Google]

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Do you know that you can subtract/add different noise vectors to get a certain property?

File: index.png (44KB, 128x128px) Image search: [Google]

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This expression is clearly trying to convey her superior intellect.

>>161200165
I call dibs on the USED GOODS

Oh god. This is like an apocalypse.
I can imagine that a year or two later, when the AI can generate images with higher resolution, some amateurs will actually use them as sprites in their VNs.

>>161200416
>>161199595

>>161200457
Fuck. I want a stick figure to manga AI conversion.

File: download (37).png (38KB, 128x128px) Image search: [Google]

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I got Natalia Poklonskaya

File: download.gif (603KB, 128x128px) Image search: [Google]

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finally got the interpolation script to work in safari

>>161203034
Try alternating mouth open/closed.

>>161203204
at a cursory glance it looks like an on/off thing
i guess i could do first half of frames with, second half of frames without?

i'll set up option interpolation after i get auto-gif generation working, definitely worth playing with

>>161200165
the 8 year old one

>>161203034
Now that is character development.

File: cute.png (44KB, 128x128px) Image search: [Google]

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onii-chan!

>>161199426
Too bad normies and feminists will try to get it banned, western civilization is completely cucked

>>161204774
That is the day I create the catgirl liberation front.

File: download (2).png (38KB, 128x128px) Image search: [Google]

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I_have_no_mouth_and_I_must_scream

>>161204774
they are already making a big deal out of the idea of sex bots cause they make women obsolete or soemthing

>>161204923
Well the idea they're putting forth is that sex bots will make men think women are just for sex. Of course anyone with a brain will know that that's bollocks though

>>161204923
Remove the power of vagina and the woman is merely an inferior version of a man. They will lose their manipulative powers and thus are doing anything to stop it.

>>161185234
I can see Chinks actually do this

File: download.png (38KB, 128x128px) Image search: [Google]

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huh cute.

>>161205139
She looks like a fatty

File: I am become reality.png (50KB, 128x128px) Image search: [Google]

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>>161185262
>Pic related
>Not Reality-kun

File: Download.png (39KB, 128x128px) Image search: [Google]

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I love her :3

File: download (5).png (35KB, 128x128px) Image search: [Google]

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cute!

File: index.png (44KB, 128x128px) Image search: [Google]

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Glasses fuck shit up

File: zombie.png (47KB, 128x128px) Image search: [Google]

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Creepy

>>161185306
what a smug piece of shit

File: 2017-08-16-16-02-04-.png (39KB, 128x128px) Image search: [Google]

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>>161183370
Hauu

>>161205780
looks like cum in her mouth

File: 2017-08-16-16-04-28-.png (40KB, 128x128px) Image search: [Google]

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>>161205893

File: small template.png (383KB, 739x540px) Image search: [Google]

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>>161195252

File: pink.gif (1MB, 128x128px) Image search: [Google]

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finally got in-browser, ping-pong'd gif generation working, took forever because i am a dummy

File: purple.gif (1MB, 128x128px) Image search: [Google]

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>>161206150
posting two more now that they're easy to make

File: download.png (36KB, 128x128px) Image search: [Google]

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Cute

File: aqua.gif (1MB, 128x128px) Image search: [Google]

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>>161206280
now to get breakfast and work on option interpolation

The site doesn't do anything for me.

File: buenoo.png (42KB, 128x128px) Image search: [Google]

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>>161206150
>>161206280
>>161206351
very nice

File: MOE01.png (45KB, 128x128px) Image search: [Google]

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Am I cute /a/?

File: kawaii.png (38KB, 128x128px) Image search: [Google]

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>>161206527
Very cute.

>>161206527
creepy. I think she's holding a knife behind her back

File: 1502513547603.jpg (42KB, 480x542px) Image search: [Google]

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>>161185306
her smug is distorting reality itself

File: index2.png (46KB, 128x128px) Image search: [Google]

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It's Pikachu

>>161206280
Do one that makes a collage from an interesting subset of the different options with the same seed please
I want to see how the waifus vary with stuff like hair length from the same seed

I guess all eight combinations of blush/open mouth/smile in particular are a must

File: MOE02.png (43KB, 128x128px) Image search: [Google]

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>>161206601
How could even come to that conclusion?! She's clearly looking forward to going to school with her best friend!

File: descarga.png (41KB, 128x128px) Image search: [Google]

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>>161183370
Look at this smug cunt.
i love her

File: black 2.gif (3MB, 128x128px) Image search: [Google]

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>>161206351
one more while it cooks

File: download.png (35KB, 128x128px) Image search: [Google]

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>>161183370
Imouto probably

File: 27.png (38KB, 128x128px) Image search: [Google]

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>>161206783
Not smug enough.

>>161206783
She looks like the best girl of her series.

>>161206838
It's like a weight loss/gain timelapse

>>161206838
IT'S BREATHING!

File: descarga (1).png (41KB, 128x128px) Image search: [Google]

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I made a sensei now

File: descarga (2).png (43KB, 128x128px) Image search: [Google]

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And a Madoka clone

File: zxczxcz.png (41KB, 128x128px) Image search: [Google]

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All random.