style-transfer-modules

Drafting Network

The Drafting Network is a module designed to transfer global style patterns in low resolution. This is achieved by using an encoder-decoder module, where only the content image is used as input. The network uses an AdaIN module to better combine the style feature and the content feature. How the Drafting Network Works The Drafting Network architecture includes an encoder, several AdaIN modules, and a decoder. The encoder is a pre-trained VGG-19 network that extracts features at multiple granu

Revision Network

What is the Revision Network? The Revision Network is a style transfer module that aims to revise the rough stylized image by generating a residual details image while ensuring proper distribution of global style pattern. It also makes it easier to learn to revise local style patterns. How does the Revision Network work? The Revision Network follows a simple yet effective encoder-decoder architecture consisting of one down-sampling and one up-sampling layer. The model generates the final sty

1 / 1