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Exploring Deepfakes

You're reading from   Exploring Deepfakes Deploy powerful AI techniques for face replacement and more with this comprehensive guide

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Product type Paperback
Published in Mar 2023
Publisher Packt
ISBN-13 9781801810692
Length 192 pages
Edition 1st Edition
Languages
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Authors (2):
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Matt Tora Matt Tora
Author Profile Icon Matt Tora
Matt Tora
Bryan Lyon Bryan Lyon
Author Profile Icon Bryan Lyon
Bryan Lyon
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Table of Contents (15) Chapters Close

Preface 1. Part 1: Understanding Deepfakes
2. Chapter 1: Surveying Deepfakes FREE CHAPTER 3. Chapter 2: Examining Deepfake Ethics and Dangers 4. Chapter 3: Acquiring and Processing Data 5. Chapter 4: The Deepfake Workflow 6. Part 2: Getting Hands-On with the Deepfake Process
7. Chapter 5: Extracting Faces 8. Chapter 6: Training a Deepfake Model 9. Chapter 7: Swapping the Face Back into the Video 10. Part 3: Where to Now?
11. Chapter 8: Applying the Lessons of Deepfakes 12. Chapter 9: The Future of Generative AI 13. Index 14. Other Books You May Enjoy

Who this book is for

This book is for anyone interested in learning about deepfakes. From academics to researchers to content creators to developers, we’ve written this book so it has something for everybody.

The early chapters will cover the essential background of deepfakes, how they work, their ethics, and how to make one yourself using free software that you can download and use without any technical knowledge.

The middle chapters will go in depth into the exact methodology that deepfakes use to work, including working code that you can run and follow step-by-step as we get hands-on with the major processes of deepfakes: extraction, training, and conversion.

The final chapters will look at where you can go from there. They cover how to use deepfake techniques in your own tasks, and where the technology might go in the future.

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