Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes

© Micheal Lanham 2021

M. LanhamGenerating a New Reality https://doi.org/10.1007/978-1-4842-7092-9_8

8. Advanced Generators

Micheal Lanham¹  

(1)

Calgary, AB, Canada

 

The field of artificial intelligence and machine learning is growing by leaps and bounds daily with new forms of GANs/generators being developed. Through the course of this book, we have covered the history of those generators as they have progressed. We looked closely at the details and technical advances of their contribution to generation, as well as how they may have failed.

Our goal in this book has been to provide you with a good foundational knowledge to understand the nuances of generators and how to build them. Using a platform like Google Colab provides significantly easier access ...