Search icon
Arrow left icon
All Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletters
Free Learning
Arrow right icon
Exploring Deepfakes

You're reading from  Exploring Deepfakes

Product type Book
Published in Mar 2023
Publisher Packt
ISBN-13 9781801810692
Pages 192 pages
Edition 1st Edition
Languages
Authors (2):
Bryan Lyon Bryan Lyon
Profile icon Bryan Lyon
Matt Tora Matt Tora
Profile icon Matt Tora
View More author details

Table of Contents (15) Chapters

Preface Part 1: Understanding Deepfakes
Chapter 1: Surveying Deepfakes Chapter 2: Examining Deepfake Ethics and Dangers Chapter 3: Acquiring and Processing Data Chapter 4: The Deepfake Workflow Part 2: Getting Hands-On with the Deepfake Process
Chapter 5: Extracting Faces Chapter 6: Training a Deepfake Model Chapter 7: Swapping the Face Back into the Video Part 3: Where to Now?
Chapter 8: Applying the Lessons of Deepfakes Chapter 9: The Future of Generative AI Index Other Books You May Enjoy

Technical requirements

To run any of the code in this chapter, we recommend downloading our official repository at https://github.com/PacktPublishing/Exploring-Deepfakes and following the instructions for setting up an Anaconda environment with all of the required libraries.

In order to train, you must have two sets of extracted faces. You’ll feed both sets into the model and it will learn both faces separately. It’s important that you get sufficient data for both faces and that there be a good variety. If you’re in doubt, please check Chapter 3, Mastering Data, for advice on getting the best data.

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $15.99/month. Cancel anytime}