Your First GAN
Document Type
Article
Source of Publication
SpringerBriefs in Computer Science
Publication Date
1-1-2023
Abstract
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.
DOI Link
ISSN
Publisher
Springer International Publishing
Volume
Part F822
First Page
13
Last Page
26
Disciplines
Computer Sciences
Keywords
Environment, GPU, Implementation, Keras, Libraries, Models, Training
Scopus ID
Recommended Citation
Kaddoura, Sanaa, "Your First GAN" (2023). All Works. 5912.
https://zuscholars.zu.ac.ae/works/5912
Indexed in Scopus
yes
Open Access
no