Karorful Mix Ex 10 [English, Full color, Uncensored version!], an hentai doujinshi parodying the Sword Art Online series, by Karomix
(20 votes, average: 2.35 out of 5)
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I completely freaked out, in a positive way, when I found out about it:
THERE IS A TOOL TO DECENSOR HENTAI USING NEURAL NETWORKS!!! 
It’s still an in-progress technology, it requires human work (you must colorize the censorship bars to mark them for removal), it’s got several limitations (among which: it only works on digital full-colour images), and let’s state the hyper obvious: it doesn’t perform full redraws of entire genitalia (which will remain a humain “prerogative” forever, IMO).
But, damn, isn’t it cool already? 
The poetic name of the program: DeepCreamPy.
I didn’t test it extensively: apologies for having a life, I don’t have so much spare time and most of it today, I wasted it already making idiotic mistakes that didn’t let me run the program. I squeezed one test before going to bed and saving the present post, see: source – result, in my eyes it’s doing okay but there are plenty of faulty areas. Which would mean that, either or both (a) I don’t manage to properly get it running (it wouldn’t really shock me), or (b) at the moment, the program only works with sensibly thinner censorship bars.
By all means, you’re more than welcome to check it out 
And if you want to make yourself your own idea, there you go, someone called Blax122 has decensored this way Karorful Mix EX10, by Karomix! I’d say, this is pretty good (MUCH better than with the image on which I did the test, hehe ^^), it is not obvious, when you don’t know where the censorship bars were or how large they were, to guess. Which means a job done well enough =)
Thank you for being the first, and hopefully not the last! ^_^
(The original censored version is here, if you want to see the difference.)
By the same artist, to this day, I also share Miku Ga Kisei Jijitsu O Tsukuru Hon (Uncensored version), Karorful Mix volumes 8-9-10 (still censored versions), Karorful Mix EX volume 11 and Karorful Mix EX 15.
And now, the download & gallery links
Open the Complete Pictures Gallery
Download the Free Hentai Manga in a Zip file
(47 MB, 27 pictures, English)
Or you can also use the Alternative:
Zip Mirror #1 – or – Zip Mirror #2
I made stupid and more than stupid mistakes that wouldn’t let me run the program.
Among which? A selection. Not even all of them.
Fail to understand the program procs .png files, and tell myself something is wrong when it closes without any error message when I feed it a .jpg image.
Replace my current python 3.7 with 3.6.7, still run the binary, no change (and there was no reason to, I ran the motherfucking binary.) Return to 3.7.
Switch to running the code source instead. It can’t install requirements.
Waste time to discover I had to upgrade pip.
Run the installation of requirements.
It can’t work, one of them isn’t 3.7 compatible.
Switch to python 3.6.7 again.
Still won’t install this fucking motherfucker.
Google. Google. Google. Google again.
Find the repo for alt tensorflows. There’s a gazillion of them. Fail finding the proper one. FInd the proper one on the issues board of DeepCreamPy. It’s not the proper one. But try just in case the one just next to it, zomg it works.
Finish installing all requirements.
Out of memory interrupt – wait what the fuck.
Re-run it, no out of memory, oh well.
Run it.
Same fucking bug as before, shutdown without doing anything and no error log.
(yeah, it was because it was a jpeg)
Don’t give up. Startup a virtual machine with Ubuntu.
VMWare forcefully applied its Easy-Install, now I have to deal with an English keyboard, bitch please the as and qs are reversed. I go through the options and all until I’m set with Azerty.
Back to the terminal. Python –version 2.7 ah fack. apt-get wait what the fuck there are two versions? 2 and 3? Ooookay, 3 is loaded with python 3, okay. –version 3.6.6 FACK the guides clearly say it needs 3.6.7 and not 3.6.6.
Rrrright what’s the package manager for Ubuntu already… the fuck there isn’t a default packet manager for it, I gotta pick among the ones like kde, gnome etc? Fuck it, I’ll apt get aptitude… … oh well, the search feature doesn’t work in Aptitude, let’s try with the first result and totally forget the existence of Synaptic, Gnome package manager. Running it crashed Ubuntu and won’t allow anymore to login to desktop in X mode, only text login, startx not doing anything.
Delete virtual machine. No easy install. Installer is a 640×480 or 800×600 something machine that rejects resizing with drag by mouse, the confirmation in the installation menus is offscreen reach it with the Tab + Enter key combo. Done, starts. apt-get remove python. Apt-get remove python3. WTF when I run pip or python –version there are still results. Google. Oh, there are remnants, and there’s a clean house apt get option.
Duly noted, house cleaned.
Now to only install latest python 3.6… fuck me, the repos only have 3.6.6, it will do damn it all to hell.
Pip install… out of principle, always, pip upgrade.
Pip 10 breaks everything, won’t launch, doesn’t even allow anymore to uninstall or downgrade.
New virtual machine. Clean house. Not upgrade pip.
Install python from code source. Configure ok, make ok, make test ok, sudo make install… good… good… good… good… MOTHERFUCKING FAILS IN THE END.
Back to github. Read “png”.
Reminisce all the lost hours in an afternoon that should have been peaceful with minimal amounts of work today. Regret.
Back to windows, try with a png. It works?
IT WORKS?
Phiew, sigh of relief, it doesn’t work, it fiunds 2202 censorship bars instead of 13. Think between 1 second and 20 seconds per bar.
5 minutes ago, it finishes. Nothing decensored.
I realize I shouldn’t have used antialias. Now it works.
Not even in awe anymore at this point.
Save comparison picture. Edit scheduled post with it.
Save.
Call myself a moron, but an entertained moron.
Cheers, guys! /hug
Seems appropriate.
I second that Dexter. The other good news is that if we ever get sentient machines ala skynet in terminator, maybe it will dedicate itself to uncensoring porn instead of killing us all!
And then Hentai will save the world!
Reminds me of a cartoon I read where an artist is working on his latest piece and monologuing about how “all you see is my success, you didn’t see the failures.”
Okay, 1) You have quieted any desire in me to install any Linux OS. That wall of text just reminds me of what an endless battle that OS can be sometimes. I’m just going to wait another decade or so for things like this to be fixed. 2) That decensor program sounds horrid. It crashes out without telling you what’s wrong if you feed it the wrong picture format? Who wrote this, Lex Luthor? That is just fuckin’ evil. 3) Bravo to decensoring software! Just one more tool to fight off the chaos! 4) What the heck is going on with the top-right of page 15? You can’t decensor the entire guy off the picture! Am I supposed to imagine myself fitting into her grip, just slide into the hole left by The Invisible Dork? Disturbing!
Damn, that was the kind hentai you read on a cold night while inside by a warm, cozy fire; drinking hot chocolate with marshmallows.
So this is what programmers do in their free time. Time well spent and for the good of humanity!
Artwork in this one reminds me of these:
https://www.hentairules.net/2012/12/15/adorable-pack-of-2-infinite-stratos-hentai-doujinshi-english-full-of-waff-carol-and-our-summer-memory-by-sonic-winter/
Gorgeous.