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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

Improving image quality

The earliest known image that was taken through mechanical means is the Niépce héliographie, which was taken by Joseph Nicéphore Niépce in 1827. It was taken through the window of his workshop by exposing a pewter plate covered in a thin layer of a concoction made from lavender and bitumen. This plate was exposed to sunlight for several days to create a blurry, monochrome image.

Figure 9.1 – The Niépce Heliograph taken by Joseph Nicéphore Niépce in 1827

Figure 9.1 – The Niépce Heliograph taken by Joseph Nicéphore Niépce in 1827

Since then, images have gotten better at capturing reality, but the process has not been perfected. There are always various limitations that mean that the images aren’t quite accurate in color, cannot capture all the details, or cause distortions in the image. A truly perfect image is mindboggling to even consider: from a single perfect image, you’d be able to zoom into any atom even on the other side of the universe and our...

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