Just for a bit fun I’d thought I’d post one of the more interesting pictures I generated with style transfer. Would be good to see some other methodologies and examples.
The animal in the image below is easy, but can you guess the artist?
The image above was generated using a ‘reality scalar’ of 10e6 instead of 1e6
The artist may be a bit easier in the image below, using 5e5 for the scalar.
(Artist painting is Kandinsky’s Composistion VII)
Great idea - let’s see some more images folks!
Here’s an image created entirely using the style loss from Escher’s Convex and Concave
and that is a work of art by itself!
After playing about I got this!
https://t.co/2QG8vJqMYp (my blog post explaining these results).
I tried to covert a boring health magazine cover into a pulp magazine cover and below was a result.
Was amazed to see that face shadow style was somehow reflected partly in the output. Or maybe it’s just my eyes
I wasnt getting good results with the Gram Matrix style transfer, so tried using Optimal Transport and that worked beautifully. https://github.com/VinceMarron/style_transfer (by a former fast.ai student!)
That’s Scott Morehouse in the style of Leonardo da Vinci’s self portrait - again using Optimal transport.
You definitely need to checkout @helena’s Twitter for more cool art(GAN)work
I varied the weights between style and content for a range of artists and turned the resulting images into a movie.