Summary: Deepfakes with GANs
Discover how deepfakes are created using GAN architectures focusing on face swapping. Learn methods such as facial landmark detection and autoencoder models. Understand the challenges involved and ethical considerations when working with powerful deepfake technology.
We'll cover the following...
Deepfakes are a complicated subject, both ethically and technically. In this chapter, we discussed deepfake technology, in general, to start with. We presented an overview of what deepfakes are all about and briefly touched upon a number of productive as well as malicious use cases. We presented a detailed discussion on different modes of operation of different deepfake setups and how each of these impacts the overall believability of generated content. While deepfakes is an ...