Image Caricature generation [project idea]

I want to use deep learning to convert a photo of a face to its caricature.
The most obvious thing I tried was use cycleGAN. Unfortunately after 30 epochs, there doesn’t seem to be any real progress.

I am interesting in doing this project. Willing to collaborate if anybody has any ideas and would like to work with me.