A 3D visualisation of a style-based generator pipeline, showing a latent vector passing through a mapping network into a style space that is then injected into successive resolution layers of a synthesis network.
Select which layer group (coarse, middle or fine) receives an alternate style vector, then use the speed slider and play/pause to animate how that style mixing propagates through the network and reshapes the output.
Layer group selector, style mixing toggle, speed slider, play/pause, rebuild
In the original StyleGAN paper, mixing styles from two different latent codes during training acted as a regulariser that prevented the generator from assuming neighbouring layers always share correlated styles.
A 3D visualisation of a style-based generator pipeline, showing a latent vector passing through a mapping network into a style space that is then injected into successive resolution layers of a synthesis network.
A 3D visualisation of a style-based generator pipeline, showing a latent vector passing through a mapping network into a style space that is then injected into successive resolution layers of a synthesis network.
Select which layer group (coarse, middle or fine) receives an alternate style vector, then use the speed slider and play/pause to animate how that style mixing propagates through the network and reshapes the output.
In the original StyleGAN paper, mixing styles from two different latent codes during training acted as a regulariser that prevented the generator from assuming neighbouring layers always share correlated styles.