COMP4471_2020Fall

Description

This course project for HKUST COMP4471/ELEC4240 2020 fall semester.
Project members:
CHEN, Sida (schenci@connect.ust.hk)
HUANG, Qiucan (qhuangag@connect.ust.hk)
LIN, Yifei (ylinbz@connnect.ust.hk)

The topic is aimed to generate full body difference anime characters by using GAN.

Base Model

StyleGAN github StyleGAN2 github

Reference

GAN

Generative Adversarial Nets arxiv
Analyzing and Improving the Image Quality of StyleGAN arxiv
Progressive Growing Of GANS For Improved Quality, Stability, And Variation arxiv
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks arxiv
A Style-Based Generator Architecture for Generative Adversarial Networks arxiv

Anime Generation

Towards the Automatic Anime Characters Creation with Generative Adversarial Networks arxiv
Full-body High-resolution Anime Generation with Progressive Structure-conditional Generative Adversarial Networks arxiv