Explain the basic principles of GAN and various common GANs, combine the principles of the paper, and demonstrate the code writing process in detail.
The outline is as follows:
Chapter 1 GAN Course Introduction
Chapter 2 GAN Basic Principles and Detailed Formulas
Chapter 3 Basic GAN
Chapter 4 DCGAN Chapter 5
Anime Character Avatar Generation Example
Chapter 6 CGAN (Conditional GAN)
Chapter 7 Pix2pixGAN
Chapter 8 SGAN (Semi-Supervised GAN)
Chapter 9 CycleGAN
Chapter 10 WGAN (Wasserstein GAN)
Chapter 11 GAN Evaluation Method
Link: https://pan.baidu.com/s/1KOZD9FLf4n8tSNj3W56y2A?pwd=3kal
Extraction code: 3kal