Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes
Author:   Micheal Lanham
Publisher:   APress
Edition:   1st ed.
ISBN:  

9781484270912


Pages:   321
Publication Date:   16 July 2021
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes


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Author:   Micheal Lanham
Publisher:   APress
Imprint:   APress
Edition:   1st ed.
Weight:   0.647kg
ISBN:  

9781484270912


ISBN 10:   1484270916
Pages:   321
Publication Date:   16 July 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Chapter 1: The Basics of Deep Learning.- Chapter 2: Unleashing Generative Modeling.- Chapter 3: Exploring the Latent Space.- Chapter 4: GANs, GANs, and More GANs.- Chapter 5: Image to Image Generation with GANs.- Chapter 6: Residual Network GANs.- Chapter 7: Attention Is All We Need.- Chapter 8: Advanced Generators.- Chapter 9: Deepfakes and Faceswapping.- Chapter 10: Cracking Deepfakes.- Appendix A: Running Google Colab Locally.- Appendix B: Opening a Notebook.- Appendix C: Connecting Google Drive and Saving.

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Author Information

Micheal Lanham is a proven software and tech innovator with more than 20 years of experience. During that time, he has developed a broad range of software applications in areas including games, graphics, web, desktop, engineering, artificial intelligence (AI), GIS, and machine learning (ML) applications for a variety of industries as an R&D developer. At the turn of the millennium, Micheal began working with neural networks and evolutionary algorithms in game development. He is an avid educator, has written more than eight books covering game development, extended reality, and AI, and teaches at meetups and other events. Micheal also likes to cook for his large family in his hometown of Calgary, Canada.

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