Generative Adversarial Networks for photo to Hayao Miyazaki style cartoons

Code

• github.com/FilipAndersson245/cartoon-gan
  OfficialIn paperpytorch★ 265

Abstract

This paper takes on the problem of transferring the style of cartoon images to real-life photographic images by implementing previous work done by CartoonGAN. We trained a Generative Adversial Network(GAN) on over 60 000 images from works by Hayao Miyazaki at Studio Ghibli. To evaluate our results, we conducted a qualitative survey comparing our results with two state-of-the-art methods. 117 survey results indicated that our model on average outranked state-of-the-art methods on cartoon-likeness.

Tasks

Reproductions