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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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Toc

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

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

activation function 105

Adaptive Weighting Regression (AWR) for 3D Hand Pose Estimation 142

Adobe RGB 31

AI ethics

future 164

AI hands-on 103

decoder, building 107-109

encoder, creating 104-107

upscaler, defining 103

align 37

aligner 145

searching 141, 142

alignments file 57

fixing 61-64

ambient 29

artificial intelligence (AI) 88

attention layer 151

B

beam 152

bicubic filtering 33

BiSeNet-FP 40

blue, green, red (BGR) 116

bootstrapping 146

bottleneck 106

C

camera intrinsics 144

central processing unit (CPU) 112

chatbot 151

Chinese Room 152

CLIP 147, 157

CLIPseg 147

code

face detection 90, 91

face landmarking/aligning 92-97

image preparation 89, 90

initialization 85-89

code conversion...

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