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A Neural Algorithm of Artistic Style

95 pointsby Russell91over 9 years ago

7 comments

jcrover 9 years ago
The HN discussion of the mentioned paper has a link to a video of the authors:<p><a href="https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=10141516" rel="nofollow">https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=10141516</a><p><a href="https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=-R9bJGNHltQ&amp;list=PLujxSBD-JXgnqDD1n-V30pKtp6Q886x7e" rel="nofollow">https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=-R9bJGNHltQ&amp;list=PLujxSBD-JX...</a><p>It&#x27;s nice to see an(other) implementation of this paper. I looked through the references of the paper and didn&#x27;t find any source links.
Sephrover 9 years ago
Unfortunately, AG Bethge has not (and most likely will not) released the original code, so this is very nice to have! The results from karpathy&#x27;s implementation definitely feel a little &quot;off&quot; but it is very good nonetheless. Also see: Kai Sheng Tai&#x27;s implementation - <a href="https:&#x2F;&#x2F;github.com&#x2F;kaishengtai&#x2F;neuralart" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;kaishengtai&#x2F;neuralart</a><p>It seems like the original implementation still has a few undocumented tricks up its sleeve for improving accuracy that have yet to be figured out.
option_greekover 9 years ago
Whenever I see code for neural networks in caffe&#x2F;torch&#x2F;theano, it bothers me a lot that its not easy to get them up and running on windows. I can&#x27;t believe MS is missing this boat. I believe this field is exploding right now and the only one seem to be aligned is NVIDIA. MS has sponsored development of nodejs for windows before. I&#x27;m hoping they will do something similar for these frameworks soon.
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markbnjover 9 years ago
This is really cool. I especially love what it came up with when it combined the M.C. Escher &quot;Hand and Sphere&quot; print with the Golden Gate Bridge.
aaggarwalover 9 years ago
Would it be possible to run the iterations in parallel with the GPU and CPU for the same input to improve time efficiency?
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bradorover 9 years ago
Would it be possible to make a python implementation of this or is it dependent on a unique datastructure?
Xcelerateover 9 years ago
The &quot;Scream&quot; version of the Golden Gate bridge looks amazing.
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