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Matt Tora
Exploring Deepfakes
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1290314Exploring Deepfakeshttps://www.gandhi.com.mx/exploring-deepfakes/phttps://gandhi.vtexassets.com/arquivos/ids/727027/7557406d-5fd4-40e6-a7c4-b1e7422ef9cd.jpg?v=638335964355570000591657MXNPackt PublishingInStock/Ebooks/1282073Exploring Deepfakes591657https://www.gandhi.com.mx/exploring-deepfakes/phttps://gandhi.vtexassets.com/arquivos/ids/727027/7557406d-5fd4-40e6-a7c4-b1e7422ef9cd.jpg?v=638335964355570000InStockMXN99999DIEbook20239781801817844_W3siaWQiOiJhN2U4NDJkNi01NDQ0LTQ4NDItYmViMC05MzEwYmZkYzVhOGYiLCJsaXN0UHJpY2UiOjY1NywiZGlzY291bnQiOjY2LCJzZWxsaW5nUHJpY2UiOjU5MSwiaW5jbHVkZXNUYXgiOnRydWUsInByaWNlVHlwZSI6Ildob2xlc2FsZSIsImN1cnJlbmN5IjoiTVhOIiwiZnJvbSI6IjIwMjQtMDQtMDhUMTY6MDA6MDBaIiwicmVnaW9uIjoiTVgiLCJpc1ByZW9yZGVyIjpmYWxzZX1d9781801817844_<p><strong>Deploy powerful AI face replacement for videos with this comprehensive guide to deepfake technology.</strong></p><h4>Key Features</h4><ul><li>Understand what deepfakes are, their history, and how to use the technology ethically</li><li>Get well-versed with the workflow and stages involved to create your own deepfakes</li><li>Learn how to use color augmentation to improve the generalization of the data</li></ul><h4>Book Description</h4><p>Applying Deepfakes will allow you to tackle a wide range of scenarios creatively.</p><p>Learning from experienced authors will help you to intuitively understand what is going on inside the model. Youll learn what deepfakes are and what makes them different from any other machine learning process, and understand the entire process from beginning to end, from finding faces to preparing them for the model, training, and performing the final swap.</p><p>Well compare various different approaches to 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.</p><p>No discussion of deepfakes can avoid discussing the controversial, unethical uses for which the technology initially became known. Well 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.</p><p>By the end of the book, youll understand what deepfakes are, what makes them different from other tasks in machine learning and how to apply those techniques to your own needs.</p><h4>What you will learn</h4><ul><li>Gain a clear understanding of what deepfakes are and how theyre made</li><li>Understand the risks of Deepfakes and how to mitigate those risks</li><li>Collect the best possible data so you can create successful deepfakes</li><li>Get familiar with the Deepfakes workflow and the steps involved</li><li>Learn to apply deepfake methods to your own generative needs</li><li>Learn to avoid overtraining and improve results by augmenting the data</li><li>Use different blending methods for different image manipulations</li><li>Use Generative AIs to increase video content resolution</li></ul><h4>Who This Book Is For</h4><p>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 required.</p><h4>Table of Contents</h4><ol><li>Surveying Deepfakes</li><li>Examining Deepfake Ethics and Dangersand Ethics</li><li>Acquiring and Processing Data</li><li>The Deepfake workflow</li><li>Extracting faces from the video</li><li>Training a Deepfake Model</li><li>Swapping the Face Back into the Video</li><li>Applying the lessons of Deepfakes</li><li>The future of Deepfakes</li><li>Future of Generative AI</li></ol>...(*_*)9781801817844_<p><strong>Master the innovative world of deepfakes and generative AI for face replacement with this full-color guide</strong></p><p><strong>Purchase of the print or Kindle book includes a free PDF eBook</strong></p><h4>Key Features</h4><ul><li>Understand what deepfakes are, their history, and how to use the technology ethically</li><li>Get well-versed with the workflow and processes involved to create your own deepfakes</li><li>Learn how to apply the lessons and techniques of deepfakes to your own problems</li></ul><h4>Book Description</h4><p>Applying Deepfakes will allow you to tackle a wide range of scenarios creatively.</p><p>Learning from experienced authors will help you to intuitively understand what is going on inside the model. Youll 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.</p><p>Well 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.</p><p>No discussion of deepfakes can avoid discussing the controversial, unethical uses for which the technology initially became known. Well 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.</p><p>By the end of the book, youll understand what deepfakes are, how they work at a fundamental level, and how to apply those techniques to your own needs.</p><h4>What you will learn</h4><ul><li>Gain a clear understanding of deepfakes and their creation</li><li>Understand the risks of deepfakes and how to mitigate them</li><li>Collect efficient data to create successful deepfakes</li><li>Get familiar with the deepfakes workflow and its steps</li><li>Explore the application of deepfakes methods to your own generative needs</li><li>Improve results by augmenting data and avoiding overtraining</li><li>Examine the future of deepfakes and other generative AIs</li><li>Use generative AIs to increase video content resolution</li></ul><h4>Who this book is for</h4><p>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.</p>...9781801817844_Packt Publishinglibro_electonico_3f3df7ab-0174-333d-9596-dcf9e8cc1c00_9781801817844;9781801817844_9781801817844Matt ToraInglésMéxicohttps://getbook.kobo.com/koboid-prod-public/packt-epub-b68cf0e5-efd1-4a88-bc49-466996852e01.epub2023-03-28T00:00:00+00:00Packt Publishing