About this document
CariGAN: Weakly Paired Caricature Generation by Iancu Andrei Cristian is a document available to read on EtoBox.
This document introduces CariGAN, a model for caricature generation using weakly paired adversarial learning. CariGAN addresses issues with previous approaches that used low-level transformations or required paired training data. It incorporates facial landmarks to guide reasonable exaggerations, uses an image fusion mechanism to focus on key facial parts, and introduces a diversity loss to encourage diverse caricature styles from a single input face. The model generates more plausible caricatures with grea
- Author
- Iancu Andrei Cristian
- Language
- EN