Your First GAN
Source of Publication
SpringerBriefs in Computer Science
This chapter will delve deeper into implementing generative adversarial networks (GANs). Chapter 1 presented a comprehensive overview of GANs, highlighting their versatility and promising results in various applications, including image, video, audio, and text generation. This chapter will focus on the most basic implementation of GANs, starting with the most straightforward code that generates a straight line “y = x”. This approach will provide a fundamental understanding of the components and workings of GANs and how they can be utilized for 1D GAN. By the end of this chapter, the reader will better appreciate GANs and their capabilities.
Springer International Publishing
Environment, GPU, Implementation, Keras, Libraries, Models, Training
Kaddoura, Sanaa, "Your First GAN" (2023). All Works. 5912.
Indexed in Scopus