This Anime Does Not Exist is the result of training a custom “extended” variant of Stylegan2 (more details here). A mirror for downloading the StyleGAN network with pre-trained weights is available.

Try out This Anime Does Not Exist here! (link)

All of the following images and videos are synthesized by the network.

You might want to check out this earlier post with some details and more hand-picked samples.