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> I'd like to understand this algorithm well enough to generalize it to other media (mainly thinking about sound right now)

A DeepDream for audio would be very interesting.

It'd probably be a lot better for usable results, since you can easily restrict it to certain musical scales.

In the process of switching to this implementation.

Can't switch until nvidia approves my CUDA account.

Why do you need a CUDA account? You don't need one to install CUDA.

But you do need one for cuDNN, which is not required for Caffe, but speeds it up.

Yes getting out-of-memory issues without cudnn.

Might want to take a look at: https://github.com/jcjohnson/neural-style/issues/7

Oh, and since you're basically using this commercially you might also want to take a look at the license of the VGG model: https://gist.github.com/ksimonyan/3785162f95cd2d5fee77#file-...

Am I using it commercially? The results are given away for free. If you want s human artist to paint it (what instapainting does) you have to upload your result as a reference image yourself.

My use would fit under the CC definition of non commercial since the neural net results are handed out for free.

It's now switched to Kyle McDonald's implementation. It's a lot slower though.

*by Justin johnson