Originally posted on My Medium. In Style Transfer and some generative networks, special normalization layers such as CIN, and AdaIN are used to control the style of the output image. But how and why does a normalization layer affect image style? It is crucial to understand the rationale behind them in order to know why […]
Originally posted on My Medium. Introduction This is an update on my previous article Anime Illustration Colorization Part 1. If you have not read that, I recommend you to read it first and then come back. After posting the previous article, I have done a few things to try to improve the performance of the model. […]
Originally posted on My Medium. Introduction This project aims to create a deep learning model to learn a mapping from a non-colored anime illustration (sketch) to a colored version. We will use the Pix2Pix GAN to achieve this. 1. Dataset First of all, we need a dataset, a dataset that contains a set of non-colored […]