The emergence of artificial intelligence (AI) has brought us to the
precipice of a new age where we struggle to understand what is real,
from advanced CGI in movies to even faking the news. AI that was
developed to understand our reality is now being used to create its own
reality.
In this book we look at the many AI techniques capable of generating new
realities. We start with the basics of deep learning. Then we move on to
autoencoders and generative adversarial networks (GANs). We explore
variations of GAN to generate content. The book ends with an in-depth
look at the most popular generator projects.
By the end of this book you will understand the AI techniques used to
generate different forms of content. You will be able to use these
techniques for your own amusement or professional career to both impress
and educate others around you and give you the ability to transform your
own reality into something new.
What You Will Learn
- Know the fundamentals of content generation from autoencoders to
generative adversarial networks (GANs)
- Explore variations of GAN
- Understand the basics of other forms of content generation
- Use advanced projects such as Faceswap, deepfakes, DeOldify, and
StyleGAN2
Who This Book Is For
Machine learning developers and AI enthusiasts who want to understand AI
content generation techniques
