Fast Style Transfer

My first post on style transfer covered the technique introduced by Gatsy et al. Whilst impressive, the whole process of image generation takes time because it requires solving an optimization problem.

This page uses the approach introduced by Johnson et al in this paper which allows us to transfer the style in realtime.

TODO: Write a post

Style Image

mosaic

Take the style of this image

Source

src tree 192

apply the style to this image

Generated

tree 192

result of applying style image to source image

Source

src tree 303

Generated

tree 303

Video

This is the result of playing around with hyper parameters for quite some time but it is still not as good as the samples shown in the paper. More tweaking required...