AI engineering glossary · Generative media multimodal
What is styleGAN?
StyleGAN: A family of GAN architectures that maps a latent vector through a mapping network and injects the resulting style at each layer of the generator. This gives fine control over coarse and fine attributes and produced highly realistic faces.
StyleGAN: an example
Swapping the style vector at coarse layers changes head pose, while changing it at fine layers changes hair colour or skin texture.
Related terms
- Generative adversarial network
- Latent space
- Disentangled representation
More Generative media multimodal terms
- Super-resolution
- Tacotron
- Temporal consistency
- Text-to-3D generation
- Text-to-image generation
- Text-to-speech
- Text-to-video generation
- Textual inversion
Where you learn it
StyleGAN is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.