JoJoGAN — Style Transfer on Faces Using StyleGAN — Create JoJo Faces (with codes)

Paper Explained: JoJoGAN — One-Shot Face Stylization

Introduction

JoJoGAN overview

JoJoGAN is a style transfer procedure that lets you transfer the style of a face image to another style.

It accepts only one style reference image and quickly produces a style mapper that accepts an input and applies the style to the input.

Applying different styles

Although it is called JoJoGAN, it can learn any style but not only JoJo style (i.e. the style of an Anime called JoJo).

JoJoGAN Workflow

JoJoGAN workflow

Step 1: GAN inversion

Normally, GAN produces an image from an input latent noise. GAN inversion means obtaining the corresponding latent noise from a…