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Pictures combined using Neural networks
- toisanji 11y agois this different from neural-style? it seems to be. here is neural-style with an api: http://www.somatic.io/models/somatic/neural-style-demo http://www.somatic.io/models/somatic/neural-style-demo
- y04nn 11y agoIt it based on it
- netrus 11y agoThat is a Billion dollar photo app waiting to be published ;)
- cjhveal 11y agoThere is this: http://www.pikazoapp.com/ http://www.pikazoapp.com/ (previously discussed here https://news.ycombinator.com/item?id=10993919 https://news.ycombinator.com/item?id=10993919)
- alphydan 11y agoWhat about the sardine rolls? Surely there's a big business waiting to happen there!
- stared 11y agoThere is: https://deepart.io/ https://deepart.io/
- Kenji 11y ago"Estimated waiting time: 9145.0 minutes" This is not how you are going to earn billions ;)
- stared 11y agoIt's "a bit" faster if you pay them. They wouldn't earn a penny doing it for free.
- Kenji 11y agoWell, yeah, but if they can't even make one single sample image for me, I'd rather not give them money. It's been more than a day and the image is still not done. It'd be faster for me to just install caffe and one of the open source solutions and do it myself. For free, as many as I want.
- minsight 11y agoA Billion second photo app.
- deleted 11y ago[deleted]
- gedy 11y agoIs this the same code/algorithm as: https://github.com/jcjohnson/neural-style https://github.com/jcjohnson/neural-style?
- sprobertson 11y agoSeems like it, the source for their website is here https://github.com/SergeyMorugin/ostagram https://github.com/SergeyMorugin/ostagram and the bottom links to jcjohnson's repo
- xfs 11y agoThe authors of the paper have their own website providing similar service http://deepart.io/page/about/ http://deepart.io/page/about/ (which claims a patent over this, unfortunately).
- murkle 11y agoNow we just need another neural network to remove the watermark from the free version :)
- a_c 11y agoBeautiful :)
- djcjcjdhc 11y agoWhelp, it looks like painting and graphic art is going the way of the dodo...
- ethana 11y agoSomeone still has to come up with new art styles for the machine to mix.
- trentlott 11y agoBuild a database, randomly assemble. Recurse. Use whatever language generator deemed appropriate* to assign proper titles for the newly-evolved art movement. *this may be delegated to a meat-computer, in pity.
- _yosefk 11y agoBefore that becomes the main problem, that other problem must be solved where you give it your picture and the Mona Lisa whose style is to be copied and the way it copies the style is it paints her eyebrow atop your mouth. 'Cause it's not like this thing can really distinguish between "style" and "content". What it does is it pastes patches from the "style" image onto the "content" image. Sometimes the result is interesting, much of the time it's between boring and terrifying. It's cool and all, but it's not much more intelligent than your favorite Photoshop filter. "Going the way of the dodo..."
- lucaspiller 11y ago> Cause it's not like this thing can really distinguish between "style" and "content So it's going to be perfect for modern art? :D
- conceit 11y agoNo, it can't distinguish because it doesn't know either.
- amelius 11y ago
- olalonde 11y agoFound this while browsing /r/MachineLearning: https://www.reddit.com/r/MachineLearning/comments/47zxox/pictures_combined_using_convolutional_neural/ https://www.reddit.com/r/MachineLearning/comments/47zxox/pic...
- narrator 11y agoHere's the backend it's based on: https://github.com/jcjohnson/neural-style https://github.com/jcjohnson/neural-style and the paper: http://arxiv.org/pdf/1508.06576v2.pdf http://arxiv.org/pdf/1508.06576v2.pdf
- jbmorgado 11y agoThis actually seems to come from a new paper: http://arxiv.org/pdf/1601.04589v1.pdf http://arxiv.org/pdf/1601.04589v1.pdf
- Sami_Lehtinen 11y agoReminds me about this music video: https://www.youtube.com/watch?v=DgPaCWJL7XI https://www.youtube.com/watch?v=DgPaCWJL7XI I guess they've used similar tech.
- Kiro 11y agoLooks like standard DeepDream to me so not really the same thing. In OP they combine pictures while this just apply DeepDream over and over until it looks like that.
- tgb 11y agoDo you know how they get stable videos from DeepDream? I've seen it elsewhere too, but my initial guess would have been that DeepDream would give ridiculous results if you ran it on each frame individually. I expect it's sensitive to tiny differences between frames.
- agumonkey 11y agoThere's something too oddly natural in NN based images. The jpeg compression artifacts of the visual cortex.
- avian 11y agoThere's a fascinating animated movie "Loving Vicent" coming up that is made in the style of Vincent van Gogh. Apparently the individual frames are actual oil paintings made by hand. http://www.thisiscolossal.com/2016/02/loving-vincent-trailer/ http://www.thisiscolossal.com/2016/02/loving-vincent-trailer... When I first saw the trailer my first thought was the neural network approach shown here. I wonder how close you could get to "Loving Vincent" style by simply applying this algorithm to individual video camera frames.
- asjdflakjsdf 11y agothat's incredible
- Cyph0n 11y agoWhat in the world... this is like stop motion animation taken to the extreme.
- conceit 11y ago> Apparently the individual frames are actual oil paintings made by hand I don't believe it
- conceit 11y agoIsn't this thread enough to proof the movie wouldn't have to be hand-painted? I'm not going to find the Van Gogh themed NN posted before.
- TrevorJ 11y agoThere's a not very well know software that's written by one guy what's been around for 10 year so which can do this for moving images with an amazing amount of flexibility. It's a lot of fun: http://synthetik.com/ http://synthetik.com/
- lukev 11y agoIf I wanted to get into generating this kind of image, as an art project, where would I start, assuming I'm a component programmer?
- darzu 11y agoCheckout http://deepart.io/ http://deepart.io/. You'll have to pay a little bit but they provide a very convenient interface for doing this.
- zodPod 11y agoI'm interested in the question too and, if he's of similar mind to me, that's not what he meant. I'm curious what it takes to make a piece of software like this. People say "Using NN" and stuff. But if I make an app with a way to load a picture and then add NN to it, this won't come out. I'm wondering what the specific function of the networks are here.
- lukev 11y agoDefinitely. I want to understand what's going on here and be able to apply some creativity to the process, not just use existing tools without understanding.
- quickquicker 11y agoFrom another comment: https://github.com/jcjohnson/neural-style https://github.com/jcjohnson/neural-style
- mslot 11y agoAwesome, would be even cooler if it could pick up specific features like faces and replicate the style. Now it kind of brushes over most faces unless it dominates the picture.
- ByronicHero 11y agoI did this album: http://imgur.com/a/Gliwg http://imgur.com/a/Gliwg
- inbland 11y agoWow, this is art, seriously. Do you have any documentation on how you made these? What were the original images you used?
- dangirsh 11y agoSee http://dreamscopeapp.com http://dreamscopeapp.com
- wagglycocks 11y agoDoes this actually use the same technique, or is it just a clever filter?
- deleted 11y ago[deleted]
- rsp1984 11y agoIs the combination symmetrical? I.e. would we get the same result combining A with B than combining B with A?
- dTal 11y agoIt would appear that in each of the examples, the result uses the top source image for "content" and the bottom one for "style". So no, it's not commutative.