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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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Bryan Lyon Bryan Lyon
Author Profile Icon Bryan Lyon
Bryan Lyon
Matt Tora Matt Tora
Author Profile Icon Matt Tora
Matt Tora
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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

Swapping the Face Back into the Video

In this chapter, we’ll complete the deepfake process by converting the videos to swap faces using the models trained in the last chapter.

Conversion is the last step of deepfaking, and it is the part that actually puts the new face onto the existing video. This requires you to already have a video that you have fully processed through the extraction process in Chapter 5, Extracting Faces, and uses a trained model from Chapter 6, Training a Deepfake Model.

We will cover the following topics in this chapter:

  • Preparing to convert video
  • Getting hands-on with the convert code
  • Creating the video from images
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