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akimon


Total Posts: 566
Joined: Dec 2004
 
Posted: 2015-06-28 04:34


"tits" (2015)


convnet generated artwork is all the rage now. see google research's inception art and facebook ai research lab's eye scream project.


I couldn't help but write a few lines of code to generate some neural network art myself.

pj


Total Posts: 3307
Joined: Jun 2004
 
Posted: 2015-06-28 14:18
Reminds me of that famous painting
"Et le soleil se coucha sur l'Adriatique"
Cool

OFFENDERS WILL BE TERMINATED

mmport80


Total Posts: 85
Joined: Jul 2010
 
Posted: 2015-06-29 04:16
Big fan of your blog - just haven't gotten around to tinkering with the code or ideas yet : )

--- http://johnorford.blogspot.com http://blog.johnorford.com

Nonius
Founding Member
Nonius Unbound
Total Posts: 12661
Joined: Mar 2004
 
Posted: 2015-07-06 18:58
very nice work Akimon.

Chiral is Tyler Durden

akimon


Total Posts: 566
Joined: Dec 2004
 
Posted: 2015-07-08 01:52
Thanks!

There's more to come, hopefully soon.

akimon


Total Posts: 566
Joined: Dec 2004
 
Posted: 2015-08-01 14:44
my latest creation.

burning man


chiral3
Founding Member

Total Posts: 4983
Joined: Mar 2004
 
Posted: 2015-08-01 15:42
very cool

Nonius is Satoshi Nakamoto. 物の哀れ

Nonius
Founding Member
Nonius Unbound
Total Posts: 12661
Joined: Mar 2004
 
Posted: 2015-08-01 16:47
How you doing that shit dude? I love it.

Chiral is Tyler Durden

akimon


Total Posts: 566
Joined: Dec 2004
 
Posted: 2015-08-01 17:01
Thanks dudes

I implemented and extended a bit the technique called CPPN-NEAT, a way of evolving neural networks from simple trivial networks to complex ones using a genetic algorithm. Below is the picture of the network that generates the 'burning man'.



You can try to evolve your own pieces as well as I have published my implementation to a webapp called neurogram. If you come up with any good sht pls publish it on my site with via the publish button-

rod


Total Posts: 359
Joined: Nov 2006
 
Posted: 2017-03-09 12:58
Laurent Mazare used convolutional neural networks to "paint" photographs. For example, suppose we have the following photo of NYC



and we would like to paint it in the style of van Gogh's The Starry Night. The neural network allegedly produces the following


rod


Total Posts: 359
Joined: Nov 2006
 
Posted: 2017-03-09 13:08
Mazare's work seems to be based on this paper:

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, A Neural Algorithm of Artistic Style, arXiv:1508.06576.

"In fine art, especially painting, humans have mastered the skill to create unique visual experiences through composing a complex interplay between the content and style of an image. Thus far the algorithmic basis of this process is unknown and there exists no artificial system with similar capabilities. However, in other key areas of visual perception such as object and face recognition near-human performance was recently demonstrated by a class of biologically inspired vision models called Deep Neural Networks. Here we introduce an artificial system based on a Deep Neural Network that creates artistic images of high perceptual quality. The system uses neural representations to separate and recombine content and style of arbitrary images, providing a neural algorithm for the creation of artistic images. Moreover, in light of the striking similarities between performance-optimised artificial neural networks and biological vision, our work offers a path forward to an algorithmic understanding of how humans create and perceive artistic imagery."
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