I don't know the specifics of what this ... is, or does, but the final product looks like a computer has applied artistic styles to supplied images in a way that is remarkably artistic. I've never seen a machine produce such compelling (looking) art. I'm floored.
Ph0X ยท 444 points ยท Posted at 11:23:00 on February 28, 2016 ยท (Permalink)
It's actually exactly what it's trying to do doing.
It's basically using machine learning to "learn" an art style, and apply it on another image. Here are the examples the paper gives, which I think show it much better: http://i.imgur.com/w4r7aPn.jpg
Machine learning is really blowing up right now, especially with GPUs being so powerful. They're slowly creeping up all over the place. It's quite fascinating really all these new and creative uses people find for it.
splorf ยท 2 points ยท Posted at 19:52:06 on February 28, 2016 ยท (Permalink)
Definitely going to take quite a while though.
And then what? Universal basic income so we can afford to buy all of the stuff the robots produce and serve?
Or will it cause a breakaway society like Elysium?
dpape39 ยท 3 points ยท Posted at 20:45:38 on February 28, 2016 ยท (Permalink)
If you're really interested in this topic I can only recommend reading Superintelligence by Nick Bostrom. It's extremely detailed and deals with basically everything related to the "robotic revolution", if you want to call it that.
I can't summarize the whole contents of the book in one short paragraph, but regarding our future there's exactly two general paths after superintelligence (something "vastly superior to a human mind in all regards") is created according to Bostrom. Either we manage to control superintelligence or not. In case we don't we're done as a species. If we do, it'll lead to very different outcomes depending on who controls the superintelligent mind. Might be the best thing to ever happen to humanity, might also put a tyrant in power forever. In short, extremely high stakes with extremely high yields but potentially even bigger losses.
splorf ยท 2 points ยท Posted at 00:39:18 on February 29, 2016 ยท (Permalink)
Thank you, I will check it out. I am very interested in where AI will lead us.
akurei77 ยท 3 points ยท Posted at 18:11:07 on February 28, 2016 ยท (Permalink)
It's still probably the best bet. At least within our lifetimes, this sort of thing will probably remain a tool used by artists. The creative ideas will probably still be coming from humans.
Think of it as just a really advanced photoshop filter. It might mean fewer "intern" level positions, but someone still has to decide which processes to run.
That "someone" might be an algorithm, implementing a marketing campaign. The idea that technology will be used only by humans is a fallacy. Technology will mostly be used by other technology and there is nothing mystical about art. It boils down to calculations, patterns, prediction, just like everything else.
akurei77 ยท 1 points ยท Posted at 23:10:37 on February 29, 2016 ยท (Permalink)
The idea that technology will be used only by humans is a fallacy.
I never said anything of the kind. Humans might eventually live in a society where the entire workforce is made of computers and robots, and every human on earth lives off of a welfare check.
But when you're talking about what career to choose, you really only need to focus on the next 40 years or so. And in that time span it's extraordinarily unlikely that AI which can out-compete humans creatively (and economically) will have been around long enough to be adopted by all artistic industries.
I'm not sure I totally understand this, is this technology to improve noise-reduction in photo processing?
Ph0X ยท 2 points ยท Posted at 21:08:24 on February 28, 2016 ยท (Permalink)
Almost.
The way a ray tracer works is by shooting a "ray" through a pixel from your "eye" position, and by simulating the ray against the objects in the scene and the lights, it gets a "color" for that ray direction. Do note that the ray has a lot of probabilistic aspects to it, so shooting a ray in the exact same direction may not give you the same result. Furthermore, a pixel, while small, can still have infinitely many different rays sent through it. This image sort of shows the idea: https://codelab.files.wordpress.com/2012/11/pixelarea.jpg
Then, it shoots many many more rays until it can get a smooth image. In that paper, the "ground truth" image that looks perfect had 32000 rays per pixel. A 1920x1080 image has 2 million pixels, so that's 66 billion rays.
Now, the smarter thing to do is to selectively send more rays in some places (more details and less in others (more flat). Also, how to use "combine" color values from many rays into the pixel's color.
So while at the end, it looks like simple "noise" reduction, it's important to know what the underlying process is. You're basically "learning" to predict how these colors vary and change over ray traced images, so when you see similar pattern of samples in the future, you can predict the color better.
But warning it's nothing simple and straight forward that anyone can setup and run. It most likely requires a Unix system and a powerful Nvidia gpu. Machine learning is very intensive.
[deleted] ยท 1 points ยท Posted at 02:15:31 on March 1, 2016 ยท (Permalink)
[deleted]
Ph0X ยท 1 points ยท Posted at 03:18:31 on March 1, 2016 ยท (Permalink)
I also tried extracting the image from the PDF but it's also just as small. To be honest, these neural networks are extremely slow to process, and chances are, the authors probably didn't generate bigger images than that either, as it takes a lot of time.
[deleted] ยท -1 points ยท Posted at 13:37:06 on February 28, 2016 ยท (Permalink)
polkm ยท 85 points ยท Posted at 08:55:57 on February 28, 2016 ยท (Permalink)
Interesting enough a convolutional neural net mimics the layered column structure of your visual cortex. It makes them very well suited at either finding complex patterns in images or producing images from learned patterns. It's kinda like simulating a very specific imagination. If youre familiar with Google's deep dream project, this is using the same tech in a different way.
[deleted] ยท 23 points ยท Posted at 09:23:59 on February 28, 2016 ยท (Permalink)
Second update, everything is installed, i'm on the testing phase now of the backend (the part that encodes the images).
After this, install and test frontend
After that, deploy and you all can use it. Or make it die by using it too much.
thesacred ยท 38 points ยท Posted at 14:10:52 on February 28, 2016 ยท (Permalink)
I hope you finish it in 2 weeks when everyone else has forgotten about it and then you reply to this comment and tell me it's done and I get to use it before it gets hugged to death.
Also, if you end up making this public: please include an option to donate! I'm sure I'm not the only one who will appreciate this enough to help pay for it
Ifox100 ยท 6 points ยท Posted at 19:24:33 on February 28, 2016 ยท (Permalink)
I know this is 2 weeks old, but I have this set up on my computer and thought this would be a cool one to try. Figured I'd share the result: http://imgur.com/a/8iDvX
are those with CUDA support? (an NVIDIA graphic card) ?
i'm not using that one at the moment, using console directly, that one is the frontend which i didn't install ...
i'm looking for a server like that either way so, could be useful if you plan to put it forward.
Thanks for doing this. Even if it doesn't work out, I appreciate you putting the effort forth. I suspect the popularity of a program/website like this would absolutely explode in no time. Monetize your page or accept donations, as others have suggested, to make it worth your time.
Actually I don't know if there would be legal issues with monetizing someone else's source code. Regardless, there's plenty of people willing to donate.
i've finished already, the problem is that most dedi servers out there are cpu based, this is a cuda gpu based software, so the only solutions are extremely pricy (few hundred per month), so, won't be able to put it online for the masses ...
The time difference, to give you an example is that for 1 image with CPU i can do around 50 with gpu.
yes, i already know what to install and how, the only problem might be making a page to do it if the connector from the first link isn't customizable; other than that, everything's good i'm just waiting on a dedi and we'll see.
If i can't get one i'll temporarily put it in an overcharged VPS and we'll see how it works there.
Akraxial ยท 5 points ยท Posted at 15:43:34 on February 28, 2016 ยท (Permalink)
Just have a donate button or something. Or 10 cents per transmutation.
One picture takes a lot of time, if you guys pm me the picture you want transformed and the style to use to transform it, i'll do it manually for now and for testing ...
Don't get angry if not everyone gets it back, (but i'll be sure to pm back)
in the top comment there's a source code, download & compile.
having ubuntu 14 lts greatly helps you, you can however make it work with osx.
don't think so with windows or other distributions ...
Kronok ยท 3 points ยท Posted at 15:31:37 on February 29, 2016 ยท (Permalink)
I'm using a Python based one with CUDA, so my settings are pretty different. One similar setting, though, is I use imagenet-vgg-verydeep-19 as my model_file found here.
I'm surprised you're able to even go through these images using just a CPU, it would take weeks instead of minutes if I used my CPU instead of my GPU.
I'm using the GPU, -gpu 0 ...
I aint using the imagenet-vgg-verydeep-19 because it dies with out-of-memory error, but i'd be interested to take a look at your other params if you want to share
Kronok ยท 1 points ยท Posted at 18:19:55 on February 29, 2016 ยท (Permalink)
I get that sometimes, but then I resize the images to be 800x600 or smaller and it tends to work. Not sure if the same would work for you. Couldn't tell if -gpu 0 was gpu off or telling it to use the first gpu.
[deleted] ยท 1 points ยท Posted at 06:36:00 on February 29, 2016 ยท (Permalink)
[deleted]
Kronok ยท 1 points ยท Posted at 15:46:40 on February 29, 2016 ยท (Permalink)
I wouldn't say it's impossible, but it sounds difficult to do. I compiled everything in Ubuntu, and that was a pain in the ass.
I think the best bet for most is to have an app or something so everyone can do it. The app would take your picture and style you want, and send it off to the server to process it. It would most likely cost money, because a server that can do this isn't cheap. It's like $2500 just for a graphics card that looks capable of handling this pretty well.
i set up several, will make a post in a couple hours, no good news unfortunately...
the program works but not for mass usage due to high calculation times
Rozkol ยท 1 points ยท Posted at 06:53:16 on March 2, 2016 ยท (Permalink)
Give it to me first then and I'll test it out ;). You are amazing though props if you deliver!!!
I didn't put up a public web interface, don't plan to since its gonna be crashing anyway, 60-70 minutes for a 600px image is just too much for most people to bear.
If it even gets a little bit of traction from here, it would have workload for the next year so its all pretty pointless.
As a personal project i could probably put it into the Microserver i've got at home, but i would still need to find a card and everything, so not the fastest solution.
If you want, depending on your OS, i could help you set up your own system.
Contact me in pm if you so desire
meeeow ยท 1 points ยท Posted at 09:05:08 on February 28, 2016 ยท (Permalink)*
jokr004 ยท 1 points ยท Posted at 17:09:03 on February 28, 2016 ยท (Permalink)
I was bummed to see ruby in the first repo, now I'm extra bummed to see lua :/ Oh well, maybe I should finally learn something about functional programming languages.
tieluohan ยท 13 points ยท Posted at 09:21:43 on February 28, 2016 ยท (Permalink)
Why not use the save-button, between permalink and parent?
sabalaba ยท 30 points ยท Posted at 19:04:32 on February 28, 2016 ยท (Permalink)
Just so you guys know, you can process your own ones (without a russian interface) using https://dreamscopeapp.com. Dreamscope was made by another redditor, /u/mippie_moe, and me.
/r/deepdream has a fair number of subscribers and get into that as well
tudurom ยท 3 points ยท Posted at 16:24:21 on February 28, 2016 ยท (Permalink)
/r/deepdream is about the deepdream algorithm. /r/deepstyle is about the deepstyle algorithm (the one shown in this post). They are pretty similar but different.
goldcray ยท 1 points ยท Posted at 18:06:14 on February 28, 2016 ยท (Permalink)
I'm subbed to both, but I feel like deepstyle hits my front page more often from /r/deepdream.
People seem to think deepdream produces some amazing art or something but I honestly think it kind of sucks. It's basically whatever picture you gave it, plus a shitload of colors, eyes, and dogs. That's literally the description of every single deepdream image I have ever seen.
Edit: After having looked at the subreddit after a long time, it looks like it's evolved a lot, although it seems like it's using other kinds of software now too, not just the original DeepDream. Probably makes a big difference. The original one was initially interesting but basically did the same thing with every picture. Eyes and dogs. Eyes and dogs everywhere.
A lot of people just ran it with the default settings - including people who quickly put up apps to let others do it. I thought it was a lot more interesting to fiddle with the configuration to get different results out of it.
If I recall, the defaults from the initial release tried to find patterns on a smaller level. Not small enough that it would just distort the texture of images, but enough that it would find things like eyes or dogs that were common patterns in photos, but generally weren't the largest things in photos.
So I'd try to do things like focus on lower layers (which kind of gives textural effects, like an unguided version of the deepstyle images) or focusing on higher layers (which would kind of try to reshape the main focus of the image into something else). Leaving it on the default settings was pretty much always cruise-control for dog-slugs though.
Prepare for at least a year of complicated theory, linear algebra, statistics, and programming. Just learning a very basic neural net is quite intensive and it only gets harder from there. Very fascinating field, but it's hard as shit.
ncef ยท 5 points ยท Posted at 10:47:31 on February 28, 2016 ยท (Permalink)
You can install needed tools on your computer if it's powerful enough.
sutr90 ยท 4 points ยท Posted at 11:28:30 on February 28, 2016 ยท (Permalink)
In short, you need NVidia GPU with 2Gigs or more, not older than 2 years. The more memory and CUDA cores you have the better. Those things are usually trained on Kepler/Tesla/... server GPUs.
sutr90 ยท 2 points ยท Posted at 13:17:24 on February 28, 2016 ยท (Permalink)
I'm not really sure, sorry. The problem is that different Neural Network libraries require different technology support. Main issue is the Cuda Compute Capability, the modern libraries usually need 3.5 and higher.
This is very impressive! The Pablo Picasso self portrait in shows that there are still some areas of improvement. It applies the textures excellently but a lot of the character of that picture comes from the long, angular strokes, which it sort of fails to take into account in a meaningful way in the resulting picture.
okiyama ยท 34 points ยท Posted at 14:56:32 on February 28, 2016 ยท (Permalink)
I think you missed the point. It doesn't combine two images, it takes the artistic style from one image and applies it to the other. If you start with an image with no artistic style to learn, you're not going to get good results.
[deleted] ยท 1 points ยท Posted at 18:04:30 on February 28, 2016 ยท (Permalink)
Turn any photo into compelling, lasting visual art. Using next generation neural networks, Pikazo works the way your brain does to rip apart and assemble image details into something new and extraordinary.
If anyone here wants their own custom rendered image combinations 200 pixel in potato style for $2 and $15 i'll render a 1700 or bigger pixel image! All proceeds go into buying the hardware i need and producing the art. if my kickstarter isnt convincing and you would like to see a 200 pixel of some combinations , ask away! https://www.kickstarter.com/projects/1841393788/potatofy
PcgamR11 ยท 1 points ยท Posted at 11:45:39 on February 28, 2016 ยท (Permalink)
[deleted] ยท 0 points ยท Posted at 12:42:31 on February 28, 2016 ยท (Permalink)
Why are the ones with food in them super unsettling, a la Deep Dream, but the others ones are no big deal? I want to barf looking at the fish hot dogs, but the other ones are no big deal, just look like somebody used a super advanced version of one of those art filters in photoshop.
Because nausea exists to stop us from eating stuff we shouldn't and/or hit Ctrl+z
[deleted] ยท 2 points ยท Posted at 16:20:46 on February 28, 2016 ยท (Permalink)
Oh yeah, good point. Also ctrl-z is not the keyboard shortcut for hitting back on your browser (that's ctrl-left-arrow) so I can only assume you're using "ctrl-z" as a euphemism for throwing up -- which I find hilarious.
Saved comment
andrewrgross ยท 875 points ยท Posted at 07:43:47 on February 28, 2016 ยท (Permalink)
WOW.
I don't know the specifics of what this ... is, or does, but the final product looks like a computer has applied artistic styles to supplied images in a way that is remarkably artistic. I've never seen a machine produce such compelling (looking) art. I'm floored.
Ph0X ยท 444 points ยท Posted at 11:23:00 on February 28, 2016 ยท (Permalink)
It's actually exactly what it's trying to do doing.
The reference paper is this: http://arxiv.org/abs/1508.06576
It's basically using machine learning to "learn" an art style, and apply it on another image. Here are the examples the paper gives, which I think show it much better: http://i.imgur.com/w4r7aPn.jpg
Machine learning is really blowing up right now, especially with GPUs being so powerful. They're slowly creeping up all over the place. It's quite fascinating really all these new and creative uses people find for it.
Last summer, I saw a paper that used machine learning to improve sampling in ray tracing, and the results were mind blowing: http://cvc.ucsb.edu/graphics/Papers/SIGGRAPH2015_LBF/
[deleted] ยท 117 points ยท Posted at 11:30:52 on February 28, 2016 ยท (Permalink)
That's the old paper. I think there's a new one now that produces better results:
http://youtu.be/UGAzi1QBVEg
Tobba81 ยท 3 points ยท Posted at 15:55:18 on February 28, 2016 ยท (Permalink)
RemindMe! In 2 hours
phaily ยท 17 points ยท Posted at 17:44:04 on February 28, 2016 ยท (Permalink)
dude check out that save button yo
oDARKSTARo ยท 14 points ยท Posted at 07:02:27 on February 29, 2016 ยท (Permalink)
RemindMe! Save button
TheAmazing_OMEGA ยท 1 points ยท Posted at 16:38:05 on April 26, 2016 ยท (Permalink)
did you ever get reminded?
Tobba81 ยท 2 points ยท Posted at 23:59:53 on April 26, 2016 ยท (Permalink)
Yeah, I did :)
Thunderbridge ยท 33 points ยท Posted at 15:13:18 on February 28, 2016 ยท (Permalink)
Tfw a computer is more artistic and better at drawing/painting than me
KyoskeMikashi ยท 41 points ยท Posted at 15:19:38 on February 28, 2016 ยท (Permalink)
And I thought artistic jobs would be safe.
psycho_pete ยท 23 points ยท Posted at 17:19:13 on February 28, 2016 ยท (Permalink)
No jobs are safe from technology and automation.
splorf ยท 4 points ยท Posted at 18:07:36 on February 28, 2016 ยท (Permalink)
Robot programmer?
clearwind ยท 19 points ยท Posted at 18:17:57 on February 28, 2016 ยท (Permalink)
No jobs. Its really only a matter of time before robots are able to program themselves
Aesthenaut ยท 10 points ยท Posted at 23:01:49 on February 28, 2016 ยท (Permalink)
I GET KNOCKED DOWN
BUT I GET UP AGAIN
YOU'RE NEVER GONNA KEEP ME DOWN.
splorf ยท 2 points ยท Posted at 19:52:06 on February 28, 2016 ยท (Permalink)
Definitely going to take quite a while though.
And then what? Universal basic income so we can afford to buy all of the stuff the robots produce and serve?
Or will it cause a breakaway society like Elysium?
dpape39 ยท 3 points ยท Posted at 20:45:38 on February 28, 2016 ยท (Permalink)
If you're really interested in this topic I can only recommend reading Superintelligence by Nick Bostrom. It's extremely detailed and deals with basically everything related to the "robotic revolution", if you want to call it that.
I can't summarize the whole contents of the book in one short paragraph, but regarding our future there's exactly two general paths after superintelligence (something "vastly superior to a human mind in all regards") is created according to Bostrom. Either we manage to control superintelligence or not. In case we don't we're done as a species. If we do, it'll lead to very different outcomes depending on who controls the superintelligent mind. Might be the best thing to ever happen to humanity, might also put a tyrant in power forever. In short, extremely high stakes with extremely high yields but potentially even bigger losses.
splorf ยท 2 points ยท Posted at 00:39:18 on February 29, 2016 ยท (Permalink)
Thank you, I will check it out. I am very interested in where AI will lead us.
clearwind ยท 1 points ยท Posted at 20:12:32 on February 28, 2016 ยท (Permalink)
http://marshallbrain.com/manna1.htm
splorf ยท 1 points ยท Posted at 00:38:37 on February 29, 2016 ยท (Permalink)
I would like to purchase two shares of 4GC, please.
Thanks, that was great!
delicious_grownups ยท 1 points ยท Posted at 19:11:54 on February 28, 2016 ยท (Permalink)
Lol wtf at those abominations of nature
Standaman94 ยท 1 points ยท Posted at 20:15:50 on February 28, 2016 ยท (Permalink)
They're called Humans
delicious_grownups ยท 1 points ยท Posted at 22:19:55 on February 28, 2016 ยท (Permalink)
The robots?! They crazy scary
baumpop ยท 3 points ยท Posted at 18:17:27 on February 28, 2016 ยท (Permalink)
Or become neo?
what_wd_ODB_do ยท 1 points ยท Posted at 00:01:01 on February 29, 2016 ยท (Permalink)
My job is safe .. 'Poker dealer'
akurei77 ยท 3 points ยท Posted at 18:11:07 on February 28, 2016 ยท (Permalink)
It's still probably the best bet. At least within our lifetimes, this sort of thing will probably remain a tool used by artists. The creative ideas will probably still be coming from humans.
Think of it as just a really advanced photoshop filter. It might mean fewer "intern" level positions, but someone still has to decide which processes to run.
Generation_Y_Not ยท 2 points ยท Posted at 09:29:36 on February 29, 2016 ยท (Permalink)
That "someone" might be an algorithm, implementing a marketing campaign. The idea that technology will be used only by humans is a fallacy. Technology will mostly be used by other technology and there is nothing mystical about art. It boils down to calculations, patterns, prediction, just like everything else.
akurei77 ยท 1 points ยท Posted at 23:10:37 on February 29, 2016 ยท (Permalink)
I never said anything of the kind. Humans might eventually live in a society where the entire workforce is made of computers and robots, and every human on earth lives off of a welfare check.
But when you're talking about what career to choose, you really only need to focus on the next 40 years or so. And in that time span it's extraordinarily unlikely that AI which can out-compete humans creatively (and economically) will have been around long enough to be adopted by all artistic industries.
Generation_Y_Not ยท 1 points ยท Posted at 11:26:46 on March 1, 2016 ยท (Permalink)
I beg to differ on the timeframe. I think it will take much less than 40 years.
DJGreenHill ยท 2 points ยท Posted at 16:53:13 on February 28, 2016 ยท (Permalink)
Hah.
cyclone1335 ยท 14 points ยท Posted at 13:19:15 on February 28, 2016 ยท (Permalink)
Wooooow, that ray tracing paper was astounding!
Do you know if Blender has any plans to start using this technology for its renders?
dibsonthis ยท 3 points ยท Posted at 15:34:25 on February 28, 2016 ยท (Permalink)
The town pictured is Tuebingen, Germany. The house in the second row center is a university-library, the orange one infront of it houses a theater.
KeenBlade ยท 5 points ยท Posted at 14:49:44 on February 28, 2016 ยท (Permalink)
This invites some very exciting possibilities. Imagine being apply this "filter" as a step when rendering a game?
[deleted] ยท 1 points ยท Posted at 13:38:00 on February 28, 2016 ยท (Permalink)
<3
piccolo3nj ยท 1 points ยท Posted at 17:48:52 on February 28, 2016 ยท (Permalink)
where can I get my own copy?
Ph0X ยท 1 points ยท Posted at 21:08:57 on February 28, 2016 ยท (Permalink)
http://deepart.io/
piccolo3nj ยท 1 points ยท Posted at 21:27:13 on February 28, 2016 ยท (Permalink)
You da real mvp.
tereddits ยท 1 points ยท Posted at 19:02:13 on February 28, 2016 ยท (Permalink)
I'm not sure I totally understand this, is this technology to improve noise-reduction in photo processing?
Ph0X ยท 2 points ยท Posted at 21:08:24 on February 28, 2016 ยท (Permalink)
Almost.
The way a ray tracer works is by shooting a "ray" through a pixel from your "eye" position, and by simulating the ray against the objects in the scene and the lights, it gets a "color" for that ray direction. Do note that the ray has a lot of probabilistic aspects to it, so shooting a ray in the exact same direction may not give you the same result. Furthermore, a pixel, while small, can still have infinitely many different rays sent through it. This image sort of shows the idea: https://codelab.files.wordpress.com/2012/11/pixelarea.jpg
Then, it shoots many many more rays until it can get a smooth image. In that paper, the "ground truth" image that looks perfect had 32000 rays per pixel. A 1920x1080 image has 2 million pixels, so that's 66 billion rays.
Now, the smarter thing to do is to selectively send more rays in some places (more details and less in others (more flat). Also, how to use "combine" color values from many rays into the pixel's color.
So while at the end, it looks like simple "noise" reduction, it's important to know what the underlying process is. You're basically "learning" to predict how these colors vary and change over ray traced images, so when you see similar pattern of samples in the future, you can predict the color better.
HollisFenner ยท 1 points ยท Posted at 19:12:31 on February 28, 2016 ยท (Permalink)
ok.
tcfrombn ยท 1 points ยท Posted at 02:42:27 on February 29, 2016 ยท (Permalink)
Is there a place to download this software or is it closed source?
Ph0X ยท 1 points ยท Posted at 02:51:27 on February 29, 2016 ยท (Permalink)
There's this: https://github.com/jcjohnson/neural-style
But warning it's nothing simple and straight forward that anyone can setup and run. It most likely requires a Unix system and a powerful Nvidia gpu. Machine learning is very intensive.
[deleted] ยท 1 points ยท Posted at 02:15:31 on March 1, 2016 ยท (Permalink)
[deleted]
Ph0X ยท 1 points ยท Posted at 03:18:31 on March 1, 2016 ยท (Permalink)
The people who wrote neural-style based on that paper did a reproduction of that image here: https://raw.githubusercontent.com/jcjohnson/neural-style/master/examples/outputs/tubingen_scream.png
but it's still not high definition.
I also tried extracting the image from the PDF but it's also just as small. To be honest, these neural networks are extremely slow to process, and chances are, the authors probably didn't generate bigger images than that either, as it takes a lot of time.
[deleted] ยท -1 points ยท Posted at 13:37:06 on February 28, 2016 ยท (Permalink)
!RemindMe in 24 hours
bleedscarlet ยท 1 points ยท Posted at 15:20:37 on February 28, 2016 ยท (Permalink)
Exclamation after the remindme
[deleted] ยท 2 points ยท Posted at 15:30:34 on February 28, 2016 ยท (Permalink)
It worked though, but thanks :-)
bleedscarlet ยท 2 points ยท Posted at 15:39:04 on February 28, 2016 ยท (Permalink)
Oh interesting, good to know!
just1signup ยท 0 points ยท Posted at 15:35:01 on February 28, 2016 ยท (Permalink)
!RemindMe in 5 days
polkm ยท 85 points ยท Posted at 08:55:57 on February 28, 2016 ยท (Permalink)
Interesting enough a convolutional neural net mimics the layered column structure of your visual cortex. It makes them very well suited at either finding complex patterns in images or producing images from learned patterns. It's kinda like simulating a very specific imagination. If youre familiar with Google's deep dream project, this is using the same tech in a different way.
[deleted] ยท 23 points ยท Posted at 09:23:59 on February 28, 2016 ยท (Permalink)
[deleted]
ziplock9000 ยท 13 points ยท Posted at 10:19:51 on February 28, 2016 ยท (Permalink)
Sounds interesting.. link?
[deleted] ยท 13 points ยท Posted at 10:24:17 on February 28, 2016 ยท (Permalink)
[deleted]
ziplock9000 ยท 3 points ยท Posted at 10:28:32 on February 28, 2016 ยท (Permalink)
thx
jungle ยท 3 points ยท Posted at 13:13:28 on February 28, 2016 ยท (Permalink)
It says it's offline. Is there a way to replay it?
[deleted] ยท 9 points ยท Posted at 15:05:35 on February 28, 2016 ยท (Permalink)*
[deleted]
jungle ยท 1 points ยท Posted at 15:08:18 on February 28, 2016 ยท (Permalink)
Great, thanks! :)
dpekkle ยท 3 points ยท Posted at 13:50:46 on February 28, 2016 ยท (Permalink)
There aren't any highlights or past broadcasts, so no :/
kenwaystache ยท 5 points ยท Posted at 10:20:42 on February 28, 2016 ยท (Permalink)
if i could get a link to that that woule be awesome
curious_groge ยท 6 points ยท Posted at 13:35:47 on February 28, 2016 ยท (Permalink)
And here I thought art was the the one thing us humans had going for us.
Organism212 ยท 203 points ยท Posted at 07:52:38 on February 28, 2016 ยท (Permalink)
Here's the source code.(hopefully someone more tech adept than me can do something with this)
TheItalianDonkey ยท 133 points ยท Posted at 08:03:42 on February 28, 2016 ยท (Permalink)
Gonna see if i can set up a vps for that ... give me a day
TheItalianDonkey ยท 100 points ยท Posted at 10:39:41 on February 28, 2016 ยท (Permalink)
Second update, everything is installed, i'm on the testing phase now of the backend (the part that encodes the images). After this, install and test frontend After that, deploy and you all can use it. Or make it die by using it too much.
thesacred ยท 38 points ยท Posted at 14:10:52 on February 28, 2016 ยท (Permalink)
I hope you finish it in 2 weeks when everyone else has forgotten about it and then you reply to this comment and tell me it's done and I get to use it before it gets hugged to death.
TheItalianDonkey ยท 25 points ยท Posted at 15:22:07 on February 28, 2016 ยท (Permalink)
or you can send me both pictures now and i'll do it in 20-30 minutes.
[deleted] ยท 17 points ยท Posted at 18:16:25 on February 28, 2016 ยท (Permalink)
Not sure how portraits work, but how about this?
this image in this style
Also, if you end up making this public: please include an option to donate! I'm sure I'm not the only one who will appreciate this enough to help pay for it
Ifox100 ยท 6 points ยท Posted at 19:24:33 on February 28, 2016 ยท (Permalink)
That'd be sick
IVESEXDAILY ยท 2 points ยท Posted at 18:38:55 on February 28, 2016 ยท (Permalink)
The life of Basquiat instead of Pablo?
OD77 ยท 1 points ยท Posted at 07:57:38 on March 3, 2016 ยท (Permalink)
Did he ever do the image for you?
arbrown83 ยท 1 points ยท Posted at 23:40:50 on March 13, 2016 ยท (Permalink)
Not OP, but I just ran these 2 images, and this was the result: http://imgur.com/a/8iDvX
OD77 ยท 1 points ยท Posted at 01:00:42 on March 14, 2016 ยท (Permalink)
Huh, I got this back: http://deepart.io/result/398079/
arbrown83 ยท 1 points ยท Posted at 23:40:17 on March 13, 2016 ยท (Permalink)
I know this is 2 weeks old, but I have this set up on my computer and thought this would be a cool one to try. Figured I'd share the result: http://imgur.com/a/8iDvX
gologologolo ยท 1 points ยท Posted at 17:36:17 on February 28, 2016 ยท (Permalink)
!remind me 1 week
gspot1218 ยท 1 points ยท Posted at 18:00:37 on February 28, 2016 ยท (Permalink)
!remind me 1 week
holding_gold ยท 1 points ยท Posted at 18:20:40 on February 28, 2016 ยท (Permalink)
!remind me 1 week
Tender_Bransen ยท 1 points ยท Posted at 18:32:45 on February 28, 2016 ยท (Permalink)
!remind me 1 week
souhail11 ยท 1 points ยท Posted at 21:56:47 on February 28, 2016 ยท (Permalink)
[deleted] ยท 1 points ยท Posted at 23:20:04 on February 28, 2016 ยท (Permalink)
!remind me 1 week
tabarra ยท 1 points ยท Posted at 17:40:07 on February 28, 2016 ยท (Permalink)
!Remind me 1 day
OverShadow ยท 0 points ยท Posted at 16:26:41 on February 28, 2016 ยท (Permalink)
!remind me 2 weeks
physalisx ยท 0 points ยท Posted at 16:33:10 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
Noachie ยท -1 points ยท Posted at 16:45:35 on February 28, 2016 ยท (Permalink)
!Remind me 7 days
leicabird ยท -1 points ยท Posted at 16:49:20 on February 28, 2016 ยท (Permalink)
!Remind me 2 days
eDameXxX ยท -1 points ยท Posted at 17:02:17 on February 28, 2016 ยท (Permalink)
!RemindMe 1 week
baseddog666 ยท -2 points ยท Posted at 16:11:24 on February 28, 2016 ยท (Permalink)
!Remind me 1 day
yourmansconnect ยท -2 points ยท Posted at 16:18:45 on February 28, 2016 ยท (Permalink)
!Remind me 2 days
ThatGuyWithCoolHair ยท -2 points ยท Posted at 16:18:57 on February 28, 2016 ยท (Permalink)
!remind me 1 day
[deleted] ยท -1 points ยท Posted at 16:37:31 on February 28, 2016 ยท (Permalink)
!remind me 4 days
[deleted] ยท 3 points ยท Posted at 19:26:08 on February 28, 2016 ยท (Permalink)*
[deleted]
TheItalianDonkey ยท 3 points ยท Posted at 19:50:27 on February 28, 2016 ยท (Permalink)
are those with CUDA support? (an NVIDIA graphic card) ? i'm not using that one at the moment, using console directly, that one is the frontend which i didn't install ... i'm looking for a server like that either way so, could be useful if you plan to put it forward.
FuzzyGunNuts ยท 1 points ยท Posted at 07:14:05 on March 1, 2016 ยท (Permalink)
Thanks for doing this. Even if it doesn't work out, I appreciate you putting the effort forth. I suspect the popularity of a program/website like this would absolutely explode in no time. Monetize your page or accept donations, as others have suggested, to make it worth your time.
Actually I don't know if there would be legal issues with monetizing someone else's source code. Regardless, there's plenty of people willing to donate.
TheItalianDonkey ยท 1 points ยท Posted at 23:43:56 on March 1, 2016 ยท (Permalink)
i've finished already, the problem is that most dedi servers out there are cpu based, this is a cuda gpu based software, so the only solutions are extremely pricy (few hundred per month), so, won't be able to put it online for the masses ...
The time difference, to give you an example is that for 1 image with CPU i can do around 50 with gpu.
So, yeah ... :(
genericpierrot ยท 3 points ยท Posted at 17:11:25 on February 28, 2016 ยท (Permalink)
I want a cool Edo period wood block print version of my favorite pictures of me lol when will this be done
3spoopy5mii ยท 1 points ยท Posted at 18:12:19 on February 28, 2016 ยท (Permalink)
!remind me 3 days
Chytrik ยท 1 points ยท Posted at 19:43:41 on February 28, 2016 ยท (Permalink)
!Remindme 7 days
CucumberGod ยท 1 points ยท Posted at 21:19:16 on February 28, 2016 ยท (Permalink)
!remindme 5 days
alyTemporalAnom ยท 1 points ยท Posted at 04:50:36 on February 29, 2016 ยท (Permalink)
!remind me 1 week
526f73616c7938 ยท 1 points ยท Posted at 09:00:41 on February 29, 2016 ยท (Permalink)
!remind me 24 hours
bibediboo ยท 1 points ยท Posted at 10:17:19 on February 29, 2016 ยท (Permalink)
!remind me 1 week
genericpierrot ยท 1 points ยท Posted at 05:45:30 on June 3, 2016 ยท (Permalink)
did you finish this yet?
TheItalianDonkey ยท 1 points ยท Posted at 10:13:15 on June 3, 2016 ยท (Permalink)
impossible to finish, basically need a dedi with a gpu which isn't something that is really mainstream, so needs lots of $$$ ...
Won't be able to do it for free, and won't be doing it for pay since its pretty much easy and anybody can do it in their own workstation
black_shirt ยท -1 points ยท Posted at 10:53:38 on February 28, 2016 ยท (Permalink)
!Remind me 8 hours
Jduncan017 ยท -2 points ยท Posted at 11:01:05 on February 28, 2016 ยท (Permalink)
!remind me 24 hours
GAhlekzis ยท 0 points ยท Posted at 11:17:05 on February 28, 2016 ยท (Permalink)
!Remind Me 24 hours
Junkis ยท -1 points ยท Posted at 11:17:16 on February 28, 2016 ยท (Permalink)
!Remind me 36 hours
BobertSillyus ยท -1 points ยท Posted at 12:02:40 on February 28, 2016 ยท (Permalink)
!remind me 1 day
spacejester ยท -1 points ยท Posted at 12:16:13 on February 28, 2016 ยท (Permalink)
!remind me 2 days
Gazanova ยท -1 points ยท Posted at 12:55:20 on February 28, 2016 ยท (Permalink)
!Remind Me 2 days
Bludymuny ยท -1 points ยท Posted at 12:55:52 on February 28, 2016 ยท (Permalink)
!remind me 7 days
Bermanator ยท -1 points ยท Posted at 13:00:45 on February 28, 2016 ยท (Permalink)
!remind me 2 days
xYike ยท -1 points ยท Posted at 13:09:47 on February 28, 2016 ยท (Permalink)
!remind me in 1 day
peruvianlurker ยท 0 points ยท Posted at 16:52:32 on February 28, 2016 ยท (Permalink)
!Remind me 7 days
clarret ยท 0 points ยท Posted at 17:55:51 on February 28, 2016 ยท (Permalink)
Can u PM me when u have that? Or what's a better way to get updates?
TheItalianDonkey ยท 1 points ยท Posted at 17:59:14 on February 28, 2016 ยท (Permalink)
i'm doing them manually right now. unfortunately its cpu intensive, one image takes about 1 hour so ...
[deleted] ยท 1 points ยท Posted at 19:38:19 on February 28, 2016 ยท (Permalink)*
[deleted]
TheItalianDonkey ยท 1 points ยท Posted at 19:49:11 on February 28, 2016 ยท (Permalink)
Yes, but most servers don't have that ...
[deleted] ยท 1 points ยท Posted at 19:50:30 on February 28, 2016 ยท (Permalink)*
[deleted]
TheItalianDonkey ยท 1 points ยท Posted at 20:59:36 on February 28, 2016 ยท (Permalink)
I'm getting a hosted dedi of course, its pre-built, its not a colocation mate :-)
--lolwutroflwaffle-- ยท -3 points ยท Posted at 11:43:50 on February 28, 2016 ยท (Permalink)*
!Remind me 7 days
If you don't get gold for this, I'm going to be
lividslightly upset.Into-the-stream ยท 9 points ยท Posted at 12:21:07 on February 28, 2016 ยท (Permalink)
You have the power within you my child
emohipster ยท -2 points ยท Posted at 11:32:54 on February 28, 2016 ยท (Permalink)
!Remind me 28 hours
juanmanuelmata ยท -1 points ยท Posted at 11:33:33 on February 28, 2016 ยท (Permalink)
!Remind me 24 hours
munchmills ยท -1 points ยท Posted at 11:51:39 on February 28, 2016 ยท (Permalink)
!remind me 1 day
Marvelous_Bauble ยท -1 points ยท Posted at 13:41:03 on February 28, 2016 ยท (Permalink)
!remind me 2 days
Lifeguard2012 ยท 0 points ยท Posted at 16:17:58 on February 28, 2016 ยท (Permalink)
!remind me 2 days
IreadAlotofArticles ยท -1 points ยท Posted at 15:08:56 on February 28, 2016 ยท (Permalink)
!remind me in 14 days
InertiaCreeping ยท -1 points ยท Posted at 15:10:07 on February 28, 2016 ยท (Permalink)
!remind me 2 days
Garthenius ยท -1 points ยท Posted at 15:15:29 on February 28, 2016 ยท (Permalink)
!remind me 3 days
TravFromTechSupport ยท -1 points ยท Posted at 15:17:53 on February 28, 2016 ยท (Permalink)
!remind me 1 day
unlimitedanna ยท -1 points ยท Posted at 15:37:36 on February 28, 2016 ยท (Permalink)
Remind me 2 days
Ghawr ยท -1 points ยท Posted at 15:38:04 on February 28, 2016 ยท (Permalink)
!remind me 7 days
unlimitedanna ยท -1 points ยท Posted at 15:38:17 on February 28, 2016 ยท (Permalink)
!remind me 2 days
joshlemer ยท -1 points ยท Posted at 15:39:15 on February 28, 2016 ยท (Permalink)
Remindme! 1 day
Brozita ยท -1 points ยท Posted at 15:48:29 on February 28, 2016 ยท (Permalink)
!remind me 2 days
vividliquid ยท -1 points ยท Posted at 15:51:05 on February 28, 2016 ยท (Permalink)
!remind me 2 days
foxy_on_a_longboard ยท -1 points ยท Posted at 15:54:24 on February 28, 2016 ยท (Permalink)
!remind me 2 days
[deleted] ยท -1 points ยท Posted at 15:55:59 on February 28, 2016 ยท (Permalink)
!Remind me 2 days
260540 ยท -1 points ยท Posted at 15:57:51 on February 28, 2016 ยท (Permalink)
!Remind me 14 days
Jonnnnnnnnn ยท -1 points ยท Posted at 16:00:55 on February 28, 2016 ยท (Permalink)
!remind me 3 days
PieCa ยท -1 points ยท Posted at 16:04:21 on February 28, 2016 ยท (Permalink)
!remind me 7 days
Great_Zarquon ยท -1 points ยท Posted at 16:22:59 on February 28, 2016 ยท (Permalink)
!remind me 1 hour
snorgplat ยท -1 points ยท Posted at 16:27:02 on February 28, 2016 ยท (Permalink)
!remind me 7 days
Kynewman27 ยท -1 points ยท Posted at 16:55:19 on February 28, 2016 ยท (Permalink)
!Remind me 1 day
doc_ed ยท -1 points ยท Posted at 17:04:10 on February 28, 2016 ยท (Permalink)
!remind me 1 weeks
linesallover ยท -1 points ยท Posted at 17:14:10 on February 28, 2016 ยท (Permalink)
keitarno ยท -2 points ยท Posted at 12:22:12 on February 28, 2016 ยท (Permalink)
!Remind Me 8 hours
TheItalianDonkey ยท 139 points ยท Posted at 09:47:49 on February 28, 2016 ยท (Permalink)
Just an update, i don't have a big enough VPS for that (turns out, neural computing is pretty resource-demanding).
Since it seems i've sparked some interest, i'm gonna buy a dedicated server and set it up ...
SupaPhly ยท 181 points ยท Posted at 11:29:37 on February 28, 2016 ยท (Permalink)
!Remind me 14 years
keitarno ยท 16 points ยท Posted at 12:20:59 on February 28, 2016 ยท (Permalink)
rofl
jameslunderwood ยท 38 points ยท Posted at 14:02:22 on February 28, 2016 ยท (Permalink)
http://roflcopterascii.com/wp-content/uploads/2012/10/roflcopter.gif
ncef ยท 16 points ยท Posted at 10:01:08 on February 28, 2016 ยท (Permalink)
Hey man, that thing says it actually uses this algorithm for processing https://github.com/jcjohnson/neural-style
Check it out.
TheItalianDonkey ยท 28 points ยท Posted at 10:02:36 on February 28, 2016 ยท (Permalink)
yes, i already know what to install and how, the only problem might be making a page to do it if the connector from the first link isn't customizable; other than that, everything's good i'm just waiting on a dedi and we'll see. If i can't get one i'll temporarily put it in an overcharged VPS and we'll see how it works there.
Akraxial ยท 5 points ยท Posted at 15:43:34 on February 28, 2016 ยท (Permalink)
Just have a donate button or something. Or 10 cents per transmutation.
kophollerx ยท 1 points ยท Posted at 17:05:46 on February 28, 2016 ยท (Permalink)
!Remind me 5 days
Kiffe_Y ยท 1 points ยท Posted at 18:10:42 on February 28, 2016 ยท (Permalink)
ooi
Smokey_Joe ยท 1 points ยท Posted at 12:23:43 on March 5, 2016 ยท (Permalink)
Remind me when it reminds you
MapleTreesPlease ยท 1 points ยท Posted at 17:29:46 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
[deleted] ยท 1 points ยท Posted at 22:45:29 on February 28, 2016 ยท (Permalink)
[deleted]
TheItalianDonkey ยท 1 points ยท Posted at 23:34:39 on February 28, 2016 ยท (Permalink)
well, i've got everything setup. need to see if i can split frontend and computing server, which needs definitely to be separate.
erictron ยท 1 points ยท Posted at 11:09:54 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
morganmachine91 ยท 1 points ยท Posted at 14:54:24 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
Aevui ยท -1 points ยท Posted at 11:14:03 on February 28, 2016 ยท (Permalink)
!remind me 1 week
Rictoo ยท 0 points ยท Posted at 11:23:20 on February 28, 2016 ยท (Permalink)
!remind me 3 days
RubiiJee ยท 0 points ยท Posted at 12:05:07 on February 28, 2016 ยท (Permalink)
!remind me 3 days
Le_nin ยท 0 points ยท Posted at 14:00:19 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
jameslunderwood ยท 0 points ยท Posted at 14:04:06 on February 28, 2016 ยท (Permalink)
!Remind me 4 days
to remind /u/erictron
bridel08 ยท 0 points ยท Posted at 11:53:24 on February 28, 2016 ยท (Permalink)
!Remind me 20 days
[deleted] ยท 0 points ยท Posted at 12:29:28 on February 28, 2016 ยท (Permalink)
[deleted]
TheAlphabetMan ยท 0 points ยท Posted at 14:23:18 on February 28, 2016 ยท (Permalink)
!remind me 1 day
AmIMadScientist ยท 0 points ยท Posted at 15:12:58 on February 28, 2016 ยท (Permalink)
!remind me 1 day
Cythero-CyberToke ยท 0 points ยท Posted at 12:30:42 on February 28, 2016 ยท (Permalink)
!remind me 3 days
_animalcontrol ยท 0 points ยท Posted at 13:39:00 on February 28, 2016 ยท (Permalink)
!Remind me 6 days
cytokine7 ยท -1 points ยท Posted at 12:20:30 on February 28, 2016 ยท (Permalink)
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PaWe_08 ยท -1 points ยท Posted at 12:47:28 on February 28, 2016 ยท (Permalink)
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Jezio ยท -1 points ยท Posted at 12:51:49 on February 28, 2016 ยท (Permalink)
!RemindMe 3 days
bigdaddyyy ยท -1 points ยท Posted at 12:53:27 on February 28, 2016 ยท (Permalink)
!remind me 3 days
mandroid9000 ยท -1 points ยท Posted at 13:05:12 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
destaduda ยท -1 points ยท Posted at 13:08:15 on February 28, 2016 ยท (Permalink)
,Remind me 30 days
destaduda ยท -1 points ยท Posted at 13:08:16 on February 28, 2016 ยท (Permalink)
,Remind me 30 days
Loputo ยท -1 points ยท Posted at 13:16:14 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
EastGATone ยท -1 points ยท Posted at 13:19:35 on February 28, 2016 ยท (Permalink)
!Remind me 7 days
[deleted] ยท 0 points ยท Posted at 14:43:54 on February 28, 2016 ยท (Permalink)
!Remind me 4 days
ThroughThePeeHole ยท 0 points ยท Posted at 14:47:08 on February 28, 2016 ยท (Permalink)
!Remind me 7 days
jOinTftwww ยท 0 points ยท Posted at 14:59:14 on February 28, 2016 ยท (Permalink)
!Remind me 5 days
Malt_wisky ยท 0 points ยท Posted at 15:06:07 on February 28, 2016 ยท (Permalink)
! Remind me 3 days
NCRider ยท 0 points ยท Posted at 15:20:40 on February 28, 2016 ยท (Permalink)
!Remind me 1 day
mORGAN_james ยท 0 points ยท Posted at 15:35:28 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
17934658793495046509 ยท 0 points ยท Posted at 16:22:50 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
ProphePsyed ยท -1 points ยท Posted at 13:45:23 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
bustab ยท -1 points ยท Posted at 13:49:10 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
humortogo ยท 1 points ยท Posted at 00:40:03 on February 29, 2016 ยท (Permalink)
!Remind me 1 day
knowshame ยท 8 points ยท Posted at 09:49:50 on February 28, 2016 ยท (Permalink)
You are the man!
[deleted] ยท 2 points ยท Posted at 17:42:57 on February 28, 2016 ยท (Permalink)*
[removed]
GJBVE3 ยท 2 points ยท Posted at 19:12:04 on February 28, 2016 ยท (Permalink)
!Remind me in 7 days
LtotheAI ยท 1 points ยท Posted at 15:04:32 on February 28, 2016 ยท (Permalink)
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WHOFUCCINGFARTED ยท 1 points ยท Posted at 16:18:48 on February 28, 2016 ยท (Permalink)
!remind me 2 days
Clever_Clever ยท 1 points ยท Posted at 16:47:15 on February 28, 2016 ยท (Permalink)
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theystolemyid ยท 1 points ยท Posted at 18:53:56 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
farfletched ยท 1 points ยท Posted at 17:41:09 on February 28, 2016 ยท (Permalink)
PM when complete! X
CoffeWithoutCream ยท 1 points ยท Posted at 11:37:35 on February 28, 2016 ยท (Permalink)
!remind me 7 days
leckertuetensuppe ยท 0 points ยท Posted at 12:12:12 on February 28, 2016 ยท (Permalink)
!remind me 7 days
liatach ยท 2 points ยท Posted at 12:13:14 on February 28, 2016 ยท (Permalink)
!remind me 7 days
Carlzon ยท 1 points ยท Posted at 10:41:00 on February 28, 2016 ยท (Permalink)
!Remind Me 3 days
BarrenStory ยท 1 points ยท Posted at 10:43:28 on February 28, 2016 ยท (Permalink)
!Remind me 24 hours
old_Bert ยท 1 points ยท Posted at 10:52:27 on February 28, 2016 ยท (Permalink)
!remind me 18 hours
zippre ยท 1 points ยท Posted at 11:11:21 on February 28, 2016 ยท (Permalink)
!remind me 7 days
AnimalPharmacist ยท 1 points ยท Posted at 11:14:21 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
TheDoubleY ยท 1 points ยท Posted at 14:05:20 on February 28, 2016 ยท (Permalink)
!remind me 1 week
flippertyflip ยท 1 points ยท Posted at 09:57:21 on February 28, 2016 ยท (Permalink)
!remind me 7 days
mnilailt ยท -1 points ยท Posted at 11:56:14 on February 28, 2016 ยท (Permalink)
!Remind Me 7 days
TheItalianDonkey ยท 48 points ยท Posted at 13:11:00 on February 28, 2016 ยท (Permalink)
Third update, backend works, we have liftoff.
Machine is not powerful enough to process lots of images, its a 'mere' VPS.
I'll see about getting a dedicated machine online soon, for now, i'll use this one to keep doing installs and try out the front-end part.
SmokeDan ยท 1 points ยท Posted at 13:43:42 on February 28, 2016 ยท (Permalink)
!Remind me 4 hours
Peacefulman ยท 1 points ยท Posted at 13:54:41 on February 28, 2016 ยท (Permalink)
!Remind me 1 day
Obama_healthcare ยท 1 points ยท Posted at 13:55:56 on February 28, 2016 ยท (Permalink)
!remind me 8 hours
comicholdinghands ยท 1 points ยท Posted at 15:00:20 on February 28, 2016 ยท (Permalink)
!Remind me 2 days
daftscience ยท 1 points ยท Posted at 15:57:10 on February 28, 2016 ยท (Permalink)
!Remind me 2 days
99999999999999999989 ยท 1 points ยท Posted at 16:08:25 on February 28, 2016 ยท (Permalink)
RemindMe! 13 days
sun95 ยท 1 points ยท Posted at 17:29:46 on February 28, 2016 ยท (Permalink)
!Remind Me 1day
felixjmorgan ยท 1 points ยท Posted at 18:34:04 on February 28, 2016 ยท (Permalink)
RemindMe! 1 day
Hastadin ยท 1 points ยท Posted at 19:37:44 on February 28, 2016 ยท (Permalink)
!Remind me August 4, 1997
Sasuke0pro ยท 1 points ยท Posted at 23:57:32 on February 28, 2016 ยท (Permalink)
!Remind me 5 days
Pissball_Jenkins ยท 1 points ยท Posted at 00:46:48 on February 29, 2016 ยท (Permalink)
RemindMe! 5 days
Ben_Watson ยท 1 points ยท Posted at 13:20:20 on February 28, 2016 ยท (Permalink)
Doing the lord's work, son!
Bouwhouse ยท 0 points ยท Posted at 13:15:06 on February 28, 2016 ยท (Permalink)
!Remind me 6 hours
crazy_muffins ยท 0 points ยท Posted at 13:26:01 on February 28, 2016 ยท (Permalink)
!Remind me 16 Hours
TheItalianDonkey ยท 22 points ยท Posted at 13:52:57 on February 28, 2016 ยท (Permalink)
One picture takes a lot of time, if you guys pm me the picture you want transformed and the style to use to transform it, i'll do it manually for now and for testing ... Don't get angry if not everyone gets it back, (but i'll be sure to pm back)
herbistheword ยท 6 points ยท Posted at 16:26:00 on February 28, 2016 ยท (Permalink)
That's very cool of you to offer... What do you think about combining abalone shell and a winter scene? Thanks!
TheItalianDonkey ยท 3 points ยท Posted at 21:03:00 on February 28, 2016 ยท (Permalink)
http://164.132.56.30/002/out.png take out 'out.png' from the url and you can see the whole progression
TheItalianDonkey ยท 2 points ยท Posted at 16:27:22 on February 28, 2016 ยท (Permalink)
Ok, you're in the queue, which is getting veeery big :-) I'll get on it, wait time right now is probably tomorrow ...
herbistheword ยท 2 points ยท Posted at 16:32:50 on February 28, 2016 ยท (Permalink)
No worries, only if you have the time! Thanks so much :)
ukfashman ยท 1 points ยท Posted at 16:37:50 on February 28, 2016 ยท (Permalink)
Is it hard to setup? I would like to do it on my computer
TheItalianDonkey ยท 2 points ยท Posted at 16:39:33 on February 28, 2016 ยท (Permalink)
Ain't easy nor hard, having Ubuntu 14 or a Mac helps a long way.
Check the source link at the top if you want to try it, there's all the info there, you gotta read a while though
ukfashman ยท 1 points ยท Posted at 16:41:50 on February 28, 2016 ยท (Permalink)
ah I don't have either of those, will it work on windows?
TheItalianDonkey ยท 2 points ยท Posted at 16:53:19 on February 28, 2016 ยท (Permalink)
short answer: no
longer answer: still no, but if you're good at compiling, you might be able to make it work, as far as i know ...
ukfashman ยท 1 points ยท Posted at 16:55:23 on February 28, 2016 ยท (Permalink)
Think I'll pass!
xereeto ยท 1 points ยท Posted at 18:09:09 on February 28, 2016 ยท (Permalink)
Just install VirtualBox and run Ubuntu on that, no need to cross-compile shit.
ukfashman ยท 1 points ยท Posted at 18:10:55 on February 28, 2016 ยท (Permalink)
Yeah but i dont know much about ubuntu, and setting up the app or whatever it is sounds complicated.
Euphenomenal ยท 1 points ยท Posted at 01:22:00 on February 29, 2016 ยท (Permalink)
How did you get it set up if I might ask? I want to get it running on my pc. If its too much to explain I understand.
TheItalianDonkey ยท 1 points ยท Posted at 07:00:54 on February 29, 2016 ยท (Permalink)
in the top comment there's a source code, download & compile. having ubuntu 14 lts greatly helps you, you can however make it work with osx. don't think so with windows or other distributions ...
Euphenomenal ยท 1 points ยท Posted at 07:47:37 on February 29, 2016 ยท (Permalink)
I appreciate the response, but I did end up finding it and getting it installed on my Linux partition. Thanks though!
TheItalianDonkey ยท 1 points ยท Posted at 09:51:28 on February 29, 2016 ยท (Permalink)
Great! yw
_inconspicuous_ ยท 7 points ยท Posted at 00:59:37 on February 29, 2016 ยท (Permalink)
Top post of /r/AccidentalRenaissance :
http://i.imgur.com/jdGW5i5.jpg
in
this style
Kronok ยท 3 points ยท Posted at 04:29:17 on February 29, 2016 ยท (Permalink)
Did this: http://imgur.com/yk6T6D4
TheItalianDonkey ยท 3 points ยท Posted at 11:02:34 on February 29, 2016 ยท (Permalink)
What params did you use? Yours definitely looks better. Mine is made with these:
Kronok ยท 3 points ยท Posted at 15:31:37 on February 29, 2016 ยท (Permalink)
I'm using a Python based one with CUDA, so my settings are pretty different. One similar setting, though, is I use imagenet-vgg-verydeep-19 as my model_file found here.
I'm surprised you're able to even go through these images using just a CPU, it would take weeks instead of minutes if I used my CPU instead of my GPU.
TheItalianDonkey ยท 1 points ยท Posted at 17:05:50 on February 29, 2016 ยท (Permalink)
I'm using the GPU, -gpu 0 ... I aint using the imagenet-vgg-verydeep-19 because it dies with out-of-memory error, but i'd be interested to take a look at your other params if you want to share
Kronok ยท 1 points ยท Posted at 18:19:55 on February 29, 2016 ยท (Permalink)
I get that sometimes, but then I resize the images to be 800x600 or smaller and it tends to work. Not sure if the same would work for you. Couldn't tell if -gpu 0 was gpu off or telling it to use the first gpu.
My params are like... --style-weights [(0, 1), (2, 1), (4, 1), (8, 1), (12, 1)] --iterations 500 --smoothness 5e-08 --subject-weights [(9, 1)] --subject-ratio 0.02
That's why I look at yours and I say "they're...different".
TheItalianDonkey ยท 1 points ยท Posted at 18:24:42 on February 29, 2016 ยท (Permalink)
haha different
TheItalianDonkey ยท 1 points ยท Posted at 18:34:58 on February 29, 2016 ยท (Permalink)
I doubt that we're using the same project, your switches are different than mine; for example, i simply don't have the '--smoothness' switch
Kronok ยท 1 points ยท Posted at 18:55:44 on February 29, 2016 ยท (Permalink)
Here's the one I'm currently dabbling with: https://github.com/andersbll/neural_artistic_style (it's Python)
_inconspicuous_ ยท 1 points ยท Posted at 08:55:32 on February 29, 2016 ยท (Permalink)
Looks great! Thank you
TheItalianDonkey ยท 1 points ยท Posted at 09:47:26 on February 29, 2016 ยท (Permalink)
Here you go https://dl.dropboxusercontent.com/u/24366956/neural_style/profile.png
_inconspicuous_ ยท 1 points ยท Posted at 10:28:02 on February 29, 2016 ยท (Permalink)
Awesome! Thanks
[deleted] ยท 3 points ยท Posted at 18:20:16 on February 28, 2016 ยท (Permalink)*
[deleted]
Kronok ยท 2 points ยท Posted at 04:32:56 on February 29, 2016 ยท (Permalink)
http://imgur.com/a/4Lnh4
[deleted] ยท 1 points ยท Posted at 06:36:00 on February 29, 2016 ยท (Permalink)
[deleted]
Kronok ยท 1 points ยท Posted at 15:46:40 on February 29, 2016 ยท (Permalink)
I wouldn't say it's impossible, but it sounds difficult to do. I compiled everything in Ubuntu, and that was a pain in the ass.
I think the best bet for most is to have an app or something so everyone can do it. The app would take your picture and style you want, and send it off to the server to process it. It would most likely cost money, because a server that can do this isn't cheap. It's like $2500 just for a graphics card that looks capable of handling this pretty well.
SelloutRealBig ยท 1 points ยท Posted at 18:40:29 on February 28, 2016 ยท (Permalink)
fyi you linked your dog 2x
doomsdayparade ยท 10 points ยท Posted at 16:05:13 on February 28, 2016 ยท (Permalink)
Trump and a picture of dog shit pls.
TheItalianDonkey ยท 2 points ยท Posted at 16:08:02 on February 28, 2016 ยท (Permalink)
rotfl.
MudRock1221 ยท 3 points ยท Posted at 18:38:29 on February 28, 2016 ยท (Permalink)
So... Just two pics of dogshit then?
Kronok ยท 1 points ยท Posted at 04:48:21 on February 29, 2016 ยท (Permalink)
http://imgur.com/a/adkZT
Morophin3 ยท 5 points ยท Posted at 14:06:17 on February 28, 2016 ยท (Permalink)
I'd like to see this image in this style.
SeudonymousKhan ยท 6 points ยท Posted at 15:09:07 on February 28, 2016 ยท (Permalink)
There's some pretty cool human made Sagan art in the same vein...
[deleted] ยท 1 points ยท Posted at 09:04:56 on February 29, 2016 ยท (Permalink)
Hello, i understand that you're pretty busy with the pictures.
But i'd like to put in a modest request mixing myself: http://imgur.com/qXD9wL3
with this beautiful piece of art: http://imgur.com/f8rh3nM
Please don't feel a need to rush, and i promise i won't be angry if i don't get anything back :)
TheItalianDonkey ยท 1 points ยท Posted at 11:00:23 on February 29, 2016 ยท (Permalink)
https://dl.dropboxusercontent.com/u/24366956/neural_style/bangzooka.png
[deleted] ยท 1 points ยท Posted at 11:38:12 on February 29, 2016 ยท (Permalink)
Thank you!
Rozkol ยท 8 points ยท Posted at 08:15:42 on February 28, 2016 ยท (Permalink)
If you do this and it's in English so I can read and use this i'd love you forever.
!Remind me 24 hours
cwest204 ยท 1 points ยท Posted at 12:01:53 on February 28, 2016 ยท (Permalink)
!remind me 24 hours
AfroElitist ยท 2 points ยท Posted at 08:45:23 on February 28, 2016 ยท (Permalink)
responding just in case you do
onesonesones ยท 1 points ยท Posted at 13:19:50 on February 28, 2016 ยท (Permalink)
I have some visual basic kicking around
themattt ยท 1 points ยท Posted at 16:10:24 on February 28, 2016 ยท (Permalink)
!remind me 2 days
DeJeR ยท 1 points ยท Posted at 16:19:41 on February 28, 2016 ยท (Permalink)
RemindMe! 30 days
AeroFace ยท 1 points ยท Posted at 16:22:50 on February 28, 2016 ยท (Permalink)
!remindme 2 days
gaspitsjesse ยท 1 points ยท Posted at 16:33:14 on February 28, 2016 ยท (Permalink)
RemindMe! 1 day "A website for intelligently combining pictures to create a new picture!"
Teotwawki69 ยท 1 points ยท Posted at 22:34:31 on February 28, 2016 ยท (Permalink)
!Remind me 7 days
Rozkol ยท 1 points ยท Posted at 01:38:52 on March 2, 2016 ยท (Permalink)
How'd it go
TheItalianDonkey ยท 1 points ยท Posted at 06:01:24 on March 2, 2016 ยท (Permalink)
i set up several, will make a post in a couple hours, no good news unfortunately... the program works but not for mass usage due to high calculation times
Rozkol ยท 1 points ยท Posted at 06:53:16 on March 2, 2016 ยท (Permalink)
Give it to me first then and I'll test it out ;). You are amazing though props if you deliver!!!
TheItalianDonkey ยท 1 points ยท Posted at 07:47:38 on March 2, 2016 ยท (Permalink)
I didn't put up a public web interface, don't plan to since its gonna be crashing anyway, 60-70 minutes for a 600px image is just too much for most people to bear.
If it even gets a little bit of traction from here, it would have workload for the next year so its all pretty pointless.
As a personal project i could probably put it into the Microserver i've got at home, but i would still need to find a card and everything, so not the fastest solution.
If you want, depending on your OS, i could help you set up your own system.
Contact me in pm if you so desire
meeeow ยท 1 points ยท Posted at 09:05:08 on February 28, 2016 ยท (Permalink)*
[deleted]
[deleted] ยท 1 points ยท Posted at 13:16:35 on February 28, 2016 ยท (Permalink)
!Remind me 1 day
[deleted] ยท 0 points ยท Posted at 10:59:30 on February 28, 2016 ยท (Permalink)
!Remind me 24 hours
cynian ยท 0 points ยท Posted at 11:35:35 on February 28, 2016 ยท (Permalink)
!Remind me 50 hours
526f73616c7938 ยท -1 points ยท Posted at 08:55:20 on February 28, 2016 ยท (Permalink)
!remindme 24 hours
526f73616c7938 ยท -1 points ยท Posted at 08:55:31 on February 28, 2016 ยท (Permalink)
!remind me 24 hours
jafawa ยท -1 points ยท Posted at 08:58:38 on February 28, 2016 ยท (Permalink)
!Remind me in 24 hours
wolfdog410 ยท -2 points ยท Posted at 09:16:57 on February 28, 2016 ยท (Permalink)
remindme! 1 day "check back on woahdude thread"
TheBigZocker ยท -1 points ยท Posted at 09:37:16 on February 28, 2016 ยท (Permalink)
This thread is counting on you.
!Remind me 23 hours
Mr_Rekshun ยท -1 points ยท Posted at 09:41:52 on February 28, 2016 ยท (Permalink)
!remindme 40 hours
Teillu ยท -1 points ยท Posted at 09:46:49 on February 28, 2016 ยท (Permalink)
!Remind me 24 hours
colejosephhammers ยท -1 points ยท Posted at 09:47:28 on February 28, 2016 ยท (Permalink)
!remind me 23 hours
(It's been an hour)
sixducks ยท -1 points ยท Posted at 10:04:22 on February 28, 2016 ยท (Permalink)
!Remind me 48 hours
busterroni ยท -1 points ยท Posted at 10:08:13 on February 28, 2016 ยท (Permalink)
RemindMe! 24 hours
Juan_of_a_kind ยท -1 points ยท Posted at 10:27:53 on February 28, 2016 ยท (Permalink)
!Remind me 48 hours.
Wynter91 ยท -1 points ยท Posted at 11:33:20 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
phooez ยท -1 points ยท Posted at 12:02:11 on February 28, 2016 ยท (Permalink)
!Remind me 48 hours
[deleted] ยท -1 points ยท Posted at 12:08:07 on February 28, 2016 ยท (Permalink)
!remind me 3 days
InertiaCreeping ยท 0 points ยท Posted at 15:10:01 on February 28, 2016 ยท (Permalink)
!remind me 2 days
Nibbs17 ยท 0 points ยท Posted at 15:36:31 on February 28, 2016 ยท (Permalink)
If you makes somthing for an Android app. You could probably sell the idea to Snapchat.
TheItalianDonkey ยท 3 points ยท Posted at 15:40:32 on February 28, 2016 ยท (Permalink)
I'm doing nothing, just using source code others made and putting it to work by literally just running command line.
it would be pretty unethical. I'm not that guy.
[deleted] ยท -1 points ยท Posted at 11:46:51 on February 28, 2016 ยท (Permalink)
[deleted]
lukeimyomama ยท 34 points ยท Posted at 09:14:47 on February 28, 2016 ยท (Permalink)
Just compile this source and you can run it easily on the shell, no webservice needed.
Kmlkmljkl ยท 42 points ยท Posted at 11:15:09 on February 28, 2016 ยท (Permalink)
oh yes just compile the code, everyone knows how to do that
lukeimyomama ยท 17 points ยท Posted at 11:40:21 on February 28, 2016 ยท (Permalink)
If you run Ubuntu the repo's owner also made this step-by-step guide.
Shady7544 ยท 65 points ยท Posted at 11:44:44 on February 28, 2016 ยท (Permalink)
Ubuntu ruined my life and caused me to drop out of college.
flsixtwo ยท 12 points ยท Posted at 14:27:50 on February 28, 2016 ยท (Permalink)
Ubuntu is like the alcoholic distro.
Linux Mint is the stoner.
Debian is the adderall popper.
Gentoo is shooting coke in one arm, heroin in the other, while popping ecstasy and chasing it with Jack Daniels straight out of the bottle.
MrHobbits ยท 2 points ยท Posted at 15:12:01 on February 28, 2016 ยท (Permalink)
How would you describe Kali?
flsixtwo ยท 9 points ยท Posted at 15:16:33 on February 28, 2016 ยท (Permalink)
Kali has a crack pipe in one hand, pistol in the other, frantic and paranoid and cant stop looking out the windows.
iritegood ยท 6 points ยท Posted at 15:35:23 on February 28, 2016 ยท (Permalink)
You're thinking of tails. Kali is for pentesting not paranoia
flsixtwo ยท 9 points ยท Posted at 15:39:57 on February 28, 2016 ยท (Permalink)
I think Kali would be the meth head that spends hours running around a building, trying to find the easiest way in to steal the copper wiring.
flsixtwo ยท 1 points ยท Posted at 15:38:29 on February 28, 2016 ยท (Permalink)
Yeah, TAILS would be better suited for that, but i've couldn't think of a better one for Kali.
DONT_SHOOT_THE_WALL ยท 1 points ยท Posted at 20:23:07 on February 28, 2016 ยท (Permalink)
What would arch be?
SaitamaDesu ยท 1 points ยท Posted at 16:40:22 on February 28, 2016 ยท (Permalink)
WKUK? H3H3? It's h3h3, isn't it?
Euphenomenal ยท 1 points ยท Posted at 18:10:25 on February 28, 2016 ยท (Permalink)
It's h3h3.
HomemadeBananas ยท 5 points ยท Posted at 12:28:56 on February 28, 2016 ยท (Permalink)
The Github page linked above contains instructions for how to use it.
jokr004 ยท 1 points ยท Posted at 17:04:58 on February 28, 2016 ยท (Permalink)
It's easier than writing the code yourself :P
stephennnnnnn ยท 1 points ยท Posted at 09:31:33 on February 28, 2016 ยท (Permalink)
thanks for this
Reddit_DPW ยท 1 points ยท Posted at 13:53:35 on February 28, 2016 ยท (Permalink)
Thanks!
asneakyfatcat ยท 1 points ยท Posted at 16:22:42 on February 28, 2016 ยท (Permalink)
!!!
jokr004 ยท 1 points ยท Posted at 17:09:03 on February 28, 2016 ยท (Permalink)
I was bummed to see ruby in the first repo, now I'm extra bummed to see lua :/ Oh well, maybe I should finally learn something about functional programming languages.
Adobe_Flesh ยท 1 points ยท Posted at 00:48:46 on February 29, 2016 ยท (Permalink)
Do I need Linux for this or can I use cygwin?
Dgdaniel336 ยท 1 points ยท Posted at 14:04:19 on February 28, 2016 ยท (Permalink)
!Remind Me 1 day
TaxicabKanefessions ยท 1 points ยท Posted at 16:48:15 on February 28, 2016 ยท (Permalink)
!Remind me 4 days
Thistleknot ยท 1 points ยท Posted at 03:13:07 on February 29, 2016 ยท (Permalink)
someone should docker this.
kenwaystache ยท 1 points ยท Posted at 10:21:40 on February 28, 2016 ยท (Permalink)
!Remind me 3 days
CulturalTortoise ยท 1 points ยท Posted at 12:00:22 on February 28, 2016 ยท (Permalink)
Remind Me! 48 hours
WindowsDoctor ยท -1 points ยท Posted at 08:58:28 on February 28, 2016 ยท (Permalink)
Saving for later
tieluohan ยท 13 points ยท Posted at 09:21:43 on February 28, 2016 ยท (Permalink)
Why not use the save-button, between permalink and parent?
sabalaba ยท 30 points ยท Posted at 19:04:32 on February 28, 2016 ยท (Permalink)
Just so you guys know, you can process your own ones (without a russian interface) using https://dreamscopeapp.com. Dreamscope was made by another redditor, /u/mippie_moe, and me.
bananaflame ยท 3 points ยท Posted at 21:20:29 on February 28, 2016 ยท (Permalink)
hot diggety damn, this comment needs to be way higher up! Best website for this stuff I've seen in all the comments. Thanks for the awesome site!
[deleted] ยท 1 points ยท Posted at 17:23:52 on March 1, 2016 ยท (Permalink)
thanks dude this is awesome
Ouitos ยท 105 points ยท Posted at 11:05:38 on February 28, 2016 ยท (Permalink)
http://deepart.io
same thing, but not russian http://arxiv.org/abs/1508.06576 here is the publication if you're interested into knowing how it works.
eskaY0 ยท 34 points ยท Posted at 11:33:07 on February 28, 2016 ยท (Permalink)
just fyi. takes about 46 hours right now.
aggibridges ยท 2 points ยท Posted at 12:47:10 on February 28, 2016 ยท (Permalink)
Worth the wait, though!
the_noodle ยท 1 points ยท Posted at 01:11:18 on February 29, 2016 ยท (Permalink)
5 days lol
MistaDad ยท 19 points ยท Posted at 16:56:04 on February 28, 2016 ยท (Permalink)
I paid the $2.18 to have it done fast! Here is the final result. Should have picked a better picture tbh
meeseeksanddestroy ยท 9 points ยท Posted at 20:26:45 on February 28, 2016 ยท (Permalink)
Here's mine.
TeutonJon78 ยท 1 points ยท Posted at 05:53:07 on February 29, 2016 ยท (Permalink)*
Other than the ground having some eyes, that's a pretty cool piece. Worth framing.
meeseeksanddestroy ยท 1 points ยท Posted at 05:59:13 on February 29, 2016 ยท (Permalink)
Yep I brushed those out afterward. Seriously considering framing it
[deleted] ยท 16 points ยท Posted at 12:33:55 on February 28, 2016 ยท (Permalink)
[deleted]
Ouitos ยท 5 points ยท Posted at 13:09:16 on February 28, 2016 ยท (Permalink)
2 weeks ago it took only 2 to 3 hours. Maybe they will rescale the servers soon, or the site will explode, sadly
actually_me_irl ยท 12 points ยท Posted at 13:42:28 on February 28, 2016 ยท (Permalink)
Reddit pls
[deleted] ยท 6 points ยท Posted at 15:03:08 on February 28, 2016 ยท (Permalink)
4100 minutes now
arbrown83 ยท 4 points ยท Posted at 17:11:46 on February 28, 2016 ยท (Permalink)
Ha, 5558 minutes. Yikes.
[deleted] ยท 3 points ยท Posted at 18:17:16 on February 28, 2016 ยท (Permalink)
6400 minutes I just paid the $2 instead of waiting like 102 hours.
xicovsky ยท 1 points ยท Posted at 19:40:37 on February 28, 2016 ยท (Permalink)
Estimated waiting time: 6936.0 minutes
[deleted] ยท 1 points ยท Posted at 20:47:53 on February 28, 2016 ยท (Permalink)*
[deleted]
Armateras ยท 1 points ยท Posted at 00:25:55 on March 1, 2016 ยท (Permalink)
10k minutes and still going up as of this message.
Is it the only site like it?
[deleted] ยท 5 points ยท Posted at 17:17:34 on February 28, 2016 ยท (Permalink)
Still pretty damn cool
iredditwhilstwiling ยท 1 points ยท Posted at 17:50:12 on February 28, 2016 ยท (Permalink)
That's amazing. Is that an lg phone?
[deleted] ยท 1 points ยท Posted at 18:35:53 on February 28, 2016 ยท (Permalink)
That's my old phone yes. Its an LG G4
VisibleGhost ยท 2 points ยท Posted at 18:03:19 on February 28, 2016 ยท (Permalink)
RemindMe! 14 days
SethChrisDominic ยท 1 points ยท Posted at 12:37:03 on February 28, 2016 ยท (Permalink)
Thanks mate
nagasgura ยท 1 points ยท Posted at 20:47:58 on February 28, 2016 ยท (Permalink)
RemindMe! 7 days
meatballmuncher ยท 53 points ยท Posted at 10:49:14 on February 28, 2016 ยท (Permalink)
I love how subtly Hachikuji is in there.
teuchtercove ยท 13 points ยท Posted at 14:25:06 on February 28, 2016 ยท (Permalink)
Ararararagi-san
[deleted] ยท 2 points ยท Posted at 19:13:36 on February 28, 2016 ยท (Permalink)
DON'T JUST ADD EXTRA SYLLABLES TO MY NAME!
__Clever_Username__ ยท 6 points ยท Posted at 11:33:22 on February 28, 2016 ยท (Permalink)
Wow I thought you were taking the piss, spent a good few minutes looking through the album until I spotted her.
meatballmuncher ยท 16 points ยท Posted at 11:41:21 on February 28, 2016 ยท (Permalink)
Probably should've linked the pic aye. For those of you who hasn't spotted it yet: http://i.imgur.com/9mrYZ7v.png
Tain101 ยท 31 points ยท Posted at 11:05:52 on February 28, 2016 ยท (Permalink)
Anyone else get really freaked from the first few?
marathonjohnathon ยท 19 points ยท Posted at 14:33:08 on February 28, 2016 ยท (Permalink)
Just in the sense that "what the fuck a machine has artistic style" kind of freaked out. I didn't find the images themselves disturbing.
the_noodle ยท 33 points ยท Posted at 14:49:59 on February 28, 2016 ยท (Permalink)
Money bagels was really gross looking
marathonjohnathon ยท 9 points ยท Posted at 15:20:33 on February 28, 2016 ยท (Permalink)
Actually looking back the very first one looks a little uncomfortably slimey
MudRock1221 ยท 1 points ยท Posted at 18:45:20 on February 28, 2016 ยท (Permalink)
Bottom left of the image looks like a pile of half cooked chicken legs
FugginIpad ยท 9 points ยท Posted at 17:43:57 on February 28, 2016 ยท (Permalink)
Spaghetti franks is already disgusting. Combining them with fish is beyond thunderdome.
So it's basically art, I guess.
tudurom ยท 15 points ยท Posted at 12:03:41 on February 28, 2016 ยท (Permalink)
I invite you to /r/deepstyle
RandomPrecision1 ยท 2 points ยท Posted at 16:17:44 on February 28, 2016 ยท (Permalink)
/r/deepdream has a fair number of subscribers and get into that as well
tudurom ยท 3 points ยท Posted at 16:24:21 on February 28, 2016 ยท (Permalink)
/r/deepdream is about the deepdream algorithm. /r/deepstyle is about the deepstyle algorithm (the one shown in this post). They are pretty similar but different.
goldcray ยท 1 points ยท Posted at 18:06:14 on February 28, 2016 ยท (Permalink)
I'm subbed to both, but I feel like deepstyle hits my front page more often from /r/deepdream.
At_Least_100_Wizards ยท 1 points ยท Posted at 19:47:34 on February 28, 2016 ยท (Permalink)*
People seem to think deepdream produces some amazing art or something but I honestly think it kind of sucks. It's basically whatever picture you gave it, plus a shitload of colors, eyes, and dogs. That's literally the description of every single deepdream image I have ever seen.
Edit: After having looked at the subreddit after a long time, it looks like it's evolved a lot, although it seems like it's using other kinds of software now too, not just the original DeepDream. Probably makes a big difference. The original one was initially interesting but basically did the same thing with every picture. Eyes and dogs. Eyes and dogs everywhere.
RandomPrecision1 ยท 1 points ยท Posted at 20:24:37 on February 28, 2016 ยท (Permalink)
A lot of people just ran it with the default settings - including people who quickly put up apps to let others do it. I thought it was a lot more interesting to fiddle with the configuration to get different results out of it.
If I recall, the defaults from the initial release tried to find patterns on a smaller level. Not small enough that it would just distort the texture of images, but enough that it would find things like eyes or dogs that were common patterns in photos, but generally weren't the largest things in photos.
So I'd try to do things like focus on lower layers (which kind of gives textural effects, like an unguided version of the deepstyle images) or focusing on higher layers (which would kind of try to reshape the main focus of the image into something else). Leaving it on the default settings was pretty much always cruise-control for dog-slugs though.
George_E_Hale ยท 0 points ยท Posted at 13:01:26 on February 28, 2016 ยท (Permalink)
Why thank you.
WarioBike ยท 41 points ยท Posted at 12:36:38 on February 28, 2016 ยท (Permalink)*
Didn't expect to see any jojo here, woah
Homer_Hatake ยท 23 points ยท Posted at 13:23:56 on February 28, 2016 ยท (Permalink)
He used the Entire Horse
twilightassassin ยท 12 points ยท Posted at 13:33:27 on February 28, 2016 ยท (Permalink)
Hehe
SolarDriftwud ยท 3 points ยท Posted at 16:12:48 on February 28, 2016 ยท (Permalink)
JOOOOESTAAAAAR!
WarioBike ยท 2 points ยท Posted at 17:10:34 on February 28, 2016 ยท (Permalink)
those oingo boingo episodes were freaking hilarious
SolarDriftwud ยท 0 points ยท Posted at 17:22:46 on February 28, 2016 ยท (Permalink)
I don't know what the oingo boingo episodes are :/ I just watched the original episodes and now I'm at 13 or 14 in the reboot series? It's gettin gud
WarioBike ยท 4 points ยท Posted at 17:27:21 on February 28, 2016 ยท (Permalink)*
Oingo Boingo episodes are some super silly ones in season 3, (Stardust Crusaders part 2)
It's basically a slapstick adventure for a little while, before the real drama starts where they do ridiculous things to try and take out jojo's group
Here's a bit of hol horse from that episode
And a bit more, it's pretty crazy
INFECTED456 ยท 0 points ยท Posted at 21:46:14 on February 28, 2016 ยท (Permalink)
HORY SHET!!
phree_radical ยท 22 points ยท Posted at 06:17:00 on February 28, 2016 ยท (Permalink)
Registration is closed. Somebody please make this more available
[deleted] ยท -5 points ยท Posted at 09:04:13 on February 28, 2016 ยท (Permalink)
https://dreamscopeapp.com/
JM1210 ยท 4 points ยท Posted at 14:29:27 on February 28, 2016 ยท (Permalink)
Why the downvotes?
--lolwutroflwaffle-- ยท 9 points ยท Posted at 07:09:06 on February 28, 2016 ยท (Permalink)
So how do I do something like this myself?
justreadthecomment ยท 16 points ยท Posted at 08:10:02 on February 28, 2016 ยท (Permalink)
Short answer? Train your neural networks.
526f73616c7938 ยท 2 points ยท Posted at 08:55:52 on February 28, 2016 ยท (Permalink)
Long answer?
SammieData ยท 32 points ยท Posted at 10:20:52 on February 28, 2016 ยท (Permalink)
Be Picasso
sopimusician ยท 6 points ยท Posted at 13:18:44 on February 28, 2016 ยท (Permalink)
This answer was much shorter than the original answer. Am disappointed.
OurNameIsLegion ยท 3 points ยท Posted at 13:17:06 on February 28, 2016 ยท (Permalink)
Prepare for at least a year of complicated theory, linear algebra, statistics, and programming. Just learning a very basic neural net is quite intensive and it only gets harder from there. Very fascinating field, but it's hard as shit.
ncef ยท 5 points ยท Posted at 10:47:31 on February 28, 2016 ยท (Permalink)
You can install needed tools on your computer if it's powerful enough.
--lolwutroflwaffle-- ยท 2 points ยท Posted at 10:50:04 on February 28, 2016 ยท (Permalink)
How powerful is "enough?"
sutr90 ยท 4 points ยท Posted at 11:28:30 on February 28, 2016 ยท (Permalink)
In short, you need NVidia GPU with 2Gigs or more, not older than 2 years. The more memory and CUDA cores you have the better. Those things are usually trained on Kepler/Tesla/... server GPUs.
--lolwutroflwaffle-- ยท 5 points ยท Posted at 11:41:43 on February 28, 2016 ยท (Permalink)
I have a GTX 970 with 4GB VRAM. It's not a Quadro or Tesla, but it may work.
monsieurpommefrites ยท 2 points ยท Posted at 13:15:30 on February 28, 2016 ยท (Permalink)
does it have to be nvidia?
i have uh..a lot of AMD....
sutr90 ยท 3 points ยท Posted at 13:19:34 on February 28, 2016 ยท (Permalink)
Most of the Neural Network libraries I know of, require NVidia CUDA. Sorry. :(
Crookmeister ยท 2 points ยท Posted at 12:17:23 on February 28, 2016 ยท (Permalink)
How's a 2gb 660 gonna run against it?
sutr90 ยท 2 points ยท Posted at 13:17:24 on February 28, 2016 ยท (Permalink)
I'm not really sure, sorry. The problem is that different Neural Network libraries require different technology support. Main issue is the Cuda Compute Capability, the modern libraries usually need 3.5 and higher.
Euphenomenal ยท 1 points ยท Posted at 01:26:39 on February 29, 2016 ยท (Permalink)
Where do I get the tools I would need? I feel pretty confident in my computing power.
ncef ยท 1 points ยท Posted at 09:23:12 on February 29, 2016 ยท (Permalink)
read here
sabalaba ยท 3 points ยท Posted at 19:05:18 on February 28, 2016 ยท (Permalink)
The short answer is to use https://dreamscopeapp.com. The long one is to follow the tutorials on /r/deep_dream and buy a nice big GPU.
At_Least_100_Wizards ยท 1 points ยท Posted at 20:11:26 on February 28, 2016 ยท (Permalink)
That website isn't working right now... you can upload stuff but trying to edit does nothing. Probably flooded at the moment.
sabalaba ยท 1 points ยท Posted at 21:51:56 on February 28, 2016 ยท (Permalink)
Try again! Sometimes posts get dropped when the traffic is high.
OfficialJoobyFoo ยท -3 points ยท Posted at 10:38:49 on February 28, 2016 ยท (Permalink)
dreamscopeapp.com
[deleted] ยท 8 points ยท Posted at 13:26:04 on February 28, 2016 ยท (Permalink)
Damn, that Hol Horse one though. JO JO!
wqtraz ยท 6 points ยท Posted at 14:39:30 on February 28, 2016 ยท (Permalink)
That Hol Horse is on point.
stone_henge ยท 13 points ยท Posted at 11:35:59 on February 28, 2016 ยท (Permalink)
This is very impressive! The Pablo Picasso self portrait in shows that there are still some areas of improvement. It applies the textures excellently but a lot of the character of that picture comes from the long, angular strokes, which it sort of fails to take into account in a meaningful way in the resulting picture.
BridgeHammer ยท 2 points ยท Posted at 16:00:52 on February 28, 2016 ยท (Permalink)
Someone needs to make this into a photoshop extension
danbronson ยท 3 points ยท Posted at 09:25:58 on February 28, 2016 ยท (Permalink)
Does this actually work?
RemindMe! 1 hour "Fuckin' computer art man!"
russki516 ยท 3 points ยท Posted at 11:29:37 on February 28, 2016 ยท (Permalink)
#5 with the cat looks like a pretty neat piece.
trznx ยท 3 points ยท Posted at 12:03:36 on February 28, 2016 ยท (Permalink)
Their vk page has 69 subscribers, that's so sad. I think this can be the next big thing, some of the results are so awesome
RicochetRuby ยท 3 points ยท Posted at 15:36:03 on February 28, 2016 ยท (Permalink)
Was that Ciri?
[deleted] ยท 3 points ยท Posted at 17:02:38 on February 28, 2016 ยท (Permalink)
So is there an easy simple way to do this? like just upload two pictures into a program and hit a button?
iMakeNoise ยท 3 points ยท Posted at 17:34:42 on February 28, 2016 ยท (Permalink)
Alright, I know what I'm doing for album art from now on.
KeyserSOhItsTaken ยท 8 points ยท Posted at 04:46:49 on February 28, 2016 ยท (Permalink)
Sauce?
[deleted] ยท 4 points ยท Posted at 05:55:01 on February 28, 2016 ยท (Permalink)
http://ostagram.ru/clients/sign_up
[deleted] ยท 16 points ยท Posted at 07:10:11 on February 28, 2016 ยท (Permalink)
"Unfortunately, registration is no longer available"
[deleted] ยท 51 points ยท Posted at 09:26:58 on February 28, 2016 ยท (Permalink)
"Cyka blyat"
[deleted] ยท 1 points ยท Posted at 13:50:22 on February 28, 2016 ยท (Permalink)
"Cheeki breeki later"
ThroatPudding ยท 5 points ยท Posted at 08:45:41 on February 28, 2016 ยท (Permalink)
I'm fucking stoned and this thing is magical
benitodrums1 ยท 1 points ยท Posted at 06:07:33 on February 29, 2016 ยท (Permalink)
Amen
[deleted] ยท 2 points ยท Posted at 07:18:53 on February 28, 2016 ยท (Permalink)
What am I seeing?
Helixdaunting ยท 11 points ยท Posted at 08:07:05 on February 28, 2016 ยท (Permalink)
You're seeing what the world looks like through a 160-proof vodka filter.
Dahnlen ยท 2 points ยท Posted at 07:34:48 on February 28, 2016 ยท (Permalink)
This is compelling!
cr1swell ยท 7 points ยท Posted at 13:08:07 on February 28, 2016 ยท (Permalink)
compiling*
Jay-red ยท 2 points ยท Posted at 13:09:24 on February 28, 2016 ยท (Permalink)
I personally like the cat because it looks like it is wearing a monocle.
CHIBI_titan ยท 2 points ยท Posted at 14:51:40 on February 28, 2016 ยท (Permalink)
I can't wait till video games do this
[deleted] ยท 2 points ยท Posted at 15:50:27 on February 28, 2016 ยท (Permalink)
Deepart.io
agovinoveritas ยท 2 points ยท Posted at 16:35:41 on February 28, 2016 ยท (Permalink)
Whoa, dude. Paged bookmarked.
Thistleknot ยท 2 points ยท Posted at 00:40:05 on February 29, 2016 ยท (Permalink)*
http://www.makeuseof.com/tag/create-neural-paintings-deepstyle-ubuntu/
guide to install it. I tried using github and it's missing a lot of dependency steps.
I got it installed if anyone is curious. I got stuck on the caffe app. Had to manually point to ~/torch/something/bin to run the luarocks binary.
also had to install zeromq, I think I used version 3 i.e.
BoogsterSU2 ยท 3 points ยท Posted at 13:28:28 on February 28, 2016 ยท (Permalink)
/r/deepdream-leveled shit.
LiquorNoChase ยท 3 points ยท Posted at 13:04:00 on February 28, 2016 ยท (Permalink)
WHEN I HIT THAT LOUDPACK[10]
https://i.imgur.com/rZHcTaJ.png
[deleted] ยท 5 points ยท Posted at 13:58:08 on February 28, 2016 ยท (Permalink)
I was going to make a cute catwoman but this is a creature. https://imgur.com/a/8RdcS
okiyama ยท 34 points ยท Posted at 14:56:32 on February 28, 2016 ยท (Permalink)
I think you missed the point. It doesn't combine two images, it takes the artistic style from one image and applies it to the other. If you start with an image with no artistic style to learn, you're not going to get good results.
[deleted] ยท 1 points ยท Posted at 18:04:30 on February 28, 2016 ยท (Permalink)
My pictures is a little bit different from this https://github.com/jcjohnson/neural-style . I used this https://www.youtube.com/watch?v=UGAzi1QBVEg
tehbeeselbows ยท 4 points ยท Posted at 18:06:54 on February 28, 2016 ยท (Permalink)
I like how with the x-ray hand it ignored the x-ray part and had a field day with the R
[deleted] ยท 5 points ยท Posted at 18:35:18 on February 28, 2016 ยท (Permalink)
thank you. your idea made this http://imgur.com/y1XfTnG
tehbeeselbows ยท 1 points ยท Posted at 20:36:49 on February 28, 2016 ยท (Permalink)
Ooh, cool!
[deleted] ยท 1 points ยท Posted at 18:16:39 on February 28, 2016 ยท (Permalink)
agree! if it is newspaper, makes it more interesting
sk1nnyjeans ยท 2 points ยท Posted at 15:59:26 on February 28, 2016 ยท (Permalink)
Ew, it breathes from above its eye.
[deleted] ยท 2 points ยท Posted at 14:47:20 on February 28, 2016 ยท (Permalink)
[deleted]
NotSayingJustSaying ยท 3 points ยท Posted at 15:23:32 on February 28, 2016 ยท (Permalink)
You mean because technology can combine artworks we no longer need the artists that created them? That makes no sense.
masterchip27 ยท 1 points ยท Posted at 17:24:55 on February 28, 2016 ยท (Permalink)
he said "partially" -- important distinction there
arunsuks ยท 1 points ยท Posted at 05:57:33 on February 28, 2016 ยท (Permalink)
cant sign up :(
jonathanc3 ยท 6 points ยท Posted at 15:06:51 on February 28, 2016 ยท (Permalink)
sign me up inside
WilliamOakenshield ยท 1 points ยท Posted at 10:06:29 on February 28, 2016 ยท (Permalink)
I kinda wanna see the results of the merging if the order was different
TheCellch ยท 1 points ยท Posted at 10:26:28 on February 28, 2016 ยท (Permalink)
I want that programm. Where are this pics from?
mz80 ยท 1 points ยท Posted at 10:35:27 on February 28, 2016 ยท (Permalink)
That is really impressive.
pleeleel ยท 1 points ยท Posted at 12:05:15 on February 28, 2016 ยท (Permalink)
Wow, I wasn't expecting to gain insight but it happened at the first picture. These nightmares are crazy!
Torley_ ยท 1 points ยท Posted at 15:48:24 on February 28, 2016 ยท (Permalink)
There's an app for that! https://itunes.apple.com/us/app/pikazo/id1048273143?mt=8
sk1nnyjeans ยท 3 points ยท Posted at 16:00:33 on February 28, 2016 ยท (Permalink)
That's so cool! Any Android alternatives we can look out for?
[deleted] ยท 3 points ยท Posted at 19:29:48 on February 28, 2016 ยท (Permalink)
got me a bunch of downvotes earlier, but this homepage works fine on android: https://dreamscopeapp.com/
sk1nnyjeans ยท 2 points ยท Posted at 20:49:58 on February 28, 2016 ยท (Permalink)
This works perfectly! Idk why you were downvoted. This does exactly what I was hoping it would.
Torley_ ยท 2 points ยท Posted at 16:05:27 on February 28, 2016 ยท (Permalink)
Not that I know of yet but I'll share if I do, I'm just a fan of that Pikazo app. :)
da_fishy ยท 1 points ยท Posted at 16:36:48 on February 28, 2016 ยท (Permalink)
Pictures combined using Noodle networks
orangefreak26 ยท 1 points ยท Posted at 16:39:08 on February 28, 2016 ยท (Permalink)
!remind me 4 days
BermudaGuy ยท 1 points ยท Posted at 16:39:34 on February 28, 2016 ยท (Permalink)
Hol mudafuqing horse.
theaggrokrag ยท 1 points ยท Posted at 17:00:08 on February 28, 2016 ยท (Permalink)
Wow. Holy shit.
superchibisan2 ยท 1 points ยท Posted at 17:33:33 on February 28, 2016 ยท (Permalink)
omg this unbuntu shit is killing me.
TheItalianDonkey ยท 1 points ยท Posted at 17:44:03 on February 28, 2016 ยท (Permalink)
Output starting.
Here is the first progression. http://164.132.56.30/001/
Hastadin ยท 1 points ยท Posted at 17:44:49 on February 28, 2016 ยท (Permalink)
hmmm glass noodles and fish... i have to try that...
serosis ยท 1 points ยท Posted at 17:54:25 on February 28, 2016 ยท (Permalink)
Just redirects to facebook.
Thistleknot ยท 1 points ยท Posted at 18:00:14 on February 28, 2016 ยท (Permalink)
this could make someone a lot of money
Iwouldratheryounot ยท 1 points ยท Posted at 18:37:46 on February 28, 2016 ยท (Permalink)
Pack your bags, /r/redditgetsdrawn, we now have deepdream.io
Beelzabubba ยท 1 points ยท Posted at 18:56:20 on February 28, 2016 ยท (Permalink)
Money and bagels.
Subtle.
gahhhhhhhhhhhhh ยท 1 points ยท Posted at 18:57:33 on February 28, 2016 ยท (Permalink)
!remind me 7 days
[deleted] ยท 1 points ยท Posted at 19:02:33 on February 28, 2016 ยท (Permalink)
Can someone eli5 how this works? Is there a program that I can download and use? Thanks in advance!
pbening ยท 1 points ยท Posted at 03:17:12 on February 29, 2016 ยท (Permalink)
Was any one else expecting a dick a butt and then dick butt
Rolling_Boomers ยท 1 points ยท Posted at 05:11:14 on February 29, 2016 ยท (Permalink)
This is unbelievably awesome
LIL_CRACKPIPE ยท 1 points ยท Posted at 05:40:41 on February 29, 2016 ยท (Permalink)
This is some benadryl shit
[deleted] ยท 1 points ยท Posted at 21:08:58 on March 1, 2016 ยท (Permalink)
That's a nice stealth Hachikuji on the 5th one.
junkseer ยท 1 points ยท Posted at 11:53:07 on March 8, 2016 ยท (Permalink)
Excellent
ethicalfive ยท 1 points ยท Posted at 09:03:39 on May 20, 2016 ยท (Permalink)
If anyone here wants their own custom rendered image combinations 200 pixel in potato style for $2 and $15 i'll render a 1700 or bigger pixel image! All proceeds go into buying the hardware i need and producing the art. if my kickstarter isnt convincing and you would like to see a 200 pixel of some combinations , ask away! https://www.kickstarter.com/projects/1841393788/potatofy
PcgamR11 ยท 1 points ยท Posted at 11:45:39 on February 28, 2016 ยท (Permalink)
r/deepdream
Jumbojet777 ยท 1 points ยท Posted at 18:18:24 on February 28, 2016 ยท (Permalink)
Welp, guess I should give up on the art. Guess the computers can do that too now.
TehRealMrGoogles ยท 0 points ยท Posted at 04:38:25 on February 28, 2016 ยท (Permalink)
PLEASE let this be real
willis81808 ยท 10 points ยท Posted at 10:56:27 on February 28, 2016 ยท (Permalink)
This is completely real.
violentlymickey ยท -1 points ยท Posted at 11:39:09 on February 28, 2016 ยท (Permalink)
Web app: https://dreamscopeapp.com/
Although it doesn't do the image joining.
https://itunes.apple.com/us/app/dreamscope/id1025303078?ct=igweb.desktopHome.badge
[deleted] ยท 0 points ยท Posted at 12:42:31 on February 28, 2016 ยท (Permalink)
Why are the ones with food in them super unsettling, a la Deep Dream, but the others ones are no big deal? I want to barf looking at the fish hot dogs, but the other ones are no big deal, just look like somebody used a super advanced version of one of those art filters in photoshop.
the_noodle ยท 1 points ยท Posted at 14:53:28 on February 28, 2016 ยท (Permalink)
Because nausea exists to stop us from eating stuff we shouldn't and/or hit Ctrl+z
[deleted] ยท 2 points ยท Posted at 16:20:46 on February 28, 2016 ยท (Permalink)
Oh yeah, good point. Also ctrl-z is not the keyboard shortcut for hitting back on your browser (that's ctrl-left-arrow) so I can only assume you're using "ctrl-z" as a euphemism for throwing up -- which I find hilarious.
westcampuswhiskey ยท 0 points ยท Posted at 13:52:14 on February 28, 2016 ยท (Permalink)
I wonder if that's how they made Future's album cover for DS2
[deleted] ยท 0 points ยท Posted at 15:48:55 on February 28, 2016 ยท (Permalink)
!remind me 2 weeks
Djensert ยท 0 points ยท Posted at 15:49:09 on February 28, 2016 ยท (Permalink)
!remindme 14 days
Flaips ยท 0 points ยท Posted at 15:56:30 on February 28, 2016 ยท (Permalink)
RemindMe! 4 days
murakumomaster ยท 0 points ยท Posted at 16:28:47 on February 28, 2016 ยท (Permalink)
Now I can make anything have great a e s t h e t i c
Co-creator ยท -1 points ยท Posted at 16:55:03 on February 28, 2016 ยท (Permalink)
I have no clue wtf is even going on. Why is everyone finding this so cool?