Exploring Deepfakes
Deepfakes is a practical application of machine learning for face replacement and generative AI and is one of the most impactful – yet controversial – new uses of machine learning. You’ll learn to produce your own deepfakes videos, while keeping in mind the ethical implications of the technology.
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Difficulty Level
Intermediate
Completion Time
6h24m
Language
English
About Book
Who Is This Book For?
This book is for AI developers, data scientists, and anyone looking to learn more about deepfakes or techniques and technologies from Deepfakes to help them generate new image data. Working knowledge of Python programming language and basic familiarity with OpenCV, Pillow, Pytorch, or Tensorflow is recommended to get the most out of the book.
Exploring Deepfakes
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 6h24m total length
Surveying Deepfakes
Examining Deepfake Ethics and Dangersand Ethics
Acquiring and Processing Data
The Deepfake workflow
Extracting faces from the video
Training a Deepfake Model
Swapping the Face Back into the Video
Applying the lessons of Deepfakes
The future of Deepfakes
Related Resources
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