StyleGAN

StyleGAN is a groundbreaking GAN architecture introduced by NVIDIA that enables the generation of high-quality synthetic images. Unlike traditional GANs, StyleGAN introduces a new layer structure for the generator model, allowing for more control over the style at different levels of detail. This architecture separates the high-level attributes, such as pose and identity, from fine-grained aspects like freckles or hair, making it particularly powerful for applications requiring high levels of detail in image synthesis.