StarGAN with CelebA dataset

Model

Download (Kaggle)

Generator:

Discriminator:

Gan Loss:

WGAN-GP

Output Images

Loss

Change an image linealy

Change hair color, gender, and age

Change hair color, gender, and age in order

Change a gif file not in celeba dataset

Female Elon Musk

IU with blond hair

Change only one character (blonde / gender / age)

Blonde → not blonde

Not blonde → Blonde

Male → Female

Female → Male

Young → Old

Old → Young