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Exploring Deepfakes Deploy powerful AI techniques for face replacement and mo...

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Exploring Deepfakes Deploy powerful AI techniques for face replacement and more with this comprehensive guide

Exploring Deepfakes Deploy powerful AI techniques for face replacement and more with this comprehensive guide

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Info:

  • Title: Exploring Deepfakes
    Pages: 192
    Author: Lyon, Bryan;Tora, Matt;
    Language: English
    Year: 2023
    Subjects:
    Category:
    Publisher: ‎ Packt Publishing; 1st edition
    ISBN: ‎ B0BP7Q8PFS

Description:
Master the innovative world of deepfakes and generative AI for face replacement with this full-color guide
Purchase of the print or Kindle book includes a free PDF eBook

Key Features

  • Understand what deepfakes are, their history, and how to use the technology ethically
    Get well-versed with the workflow and processes involved to create your own deepfakes
    Learn how to apply the lessons and techniques of deepfakes to your own problems

Book Description
Applying Deepfakes will allow you to tackle a wide range of scenarios creatively.
Learning from experienced authors will help you to intuitively understand what is going on inside the model. You'll learn what deepfakes are and what makes them different from other machine learning techniques, and understand the entire process from beginning to end, from finding faces to preparing them, training the model, and performing the final swap.
We'll discuss various uses for face replacement before we begin building our own pipeline. Spending some extra time thinking about how you collect your input data can make a huge difference to the quality of the final video. We look at the importance of this data and guide you with simple concepts to understand what your data needs to really be successful.
No discussion of deepfakes can avoid discussing the controversial, unethical uses for which the technology initially became known. We'll go over some potential issues, and talk about the value that deepfakes can bring to a variety of educational and artistic use cases, from video game avatars to filmmaking.
By the end of the book, you'll understand what deepfakes are, how they work at a fundamental level, and how to apply those techniques to your own needs.

What you will learn

  • Gain a clear understanding of deepfakes and their creation
    Understand the risks of deepfakes and how to mitigate them
    Collect efficient data to create successful deepfakes
    Get familiar with the deepfakes workflow and its steps
    Explore the application of deepfakes methods to your own generative needs
    Improve results by augmenting data and avoiding overtraining
    Examine the future of deepfakes and other generative AIs
    Use generative AIs to increase video content resolution

Who this book is 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.

Table of Contents

  • 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

Files:
Exploring Deepfakes Deploy powerful AI techniques for face replacement and more with this comprehensive guide.pdf (10.09 MB)

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Farid salamat sa pag contribute. Next time always upload your files sa
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para siguradong di ma dedeadlink. Let's keep on sharing to keep our community running for good. This community is built for you and everyone to share freely. Let's invite more contributors para mabalik natin sigla ng Mobilarian at tuloy ang puyatan. :)
 
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