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Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes, ISBN-13: 978-1484270912
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"Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes" explores the transformative technologies of artificial intelligence, specifically focusing on generative models like autoencoders and generative adversarial networks (GANs). The book delves into the underlying principles of how these models create realistic synthetic media, including images, audio, and video, while discussing their implications for various fields such as entertainment, security, and ethics. By providing insights into the technical foundations and practical applications of deepfake technology, the author sheds light on the potential benefits and challenges that arise from these advancements in AI, prompting readers to consider the future of digital content creation and the societal impact of hyper-realistic digital representations.
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Title: Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes
Author: S. P. Thakkar
Publisher: Apress
Publication Year: 2021
ISBN-13: 978-1484270912
Pages: 200
Language: English
Description: This book explores the technologies behind autoencoders, generative adversarial networks, and deepfake applications, providing insights into their mechanics and implications for society.
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"Generating a New Reality" delves into the transformative landscape of artificial intelligence, exploring the intricate workings of autoencoders and adversarial networks. The book offers a comprehensive examination of how these technologies underpin the creation of deepfakes, illuminating both their innovative potential and the ethical challenges they pose. By blending theoretical insights with practical applications, the authors provide readers with a nuanced understanding of the rapid evolution of generative models. This insightful resource not only sheds light on current advancements but also prompts essential discussions about the implications of these technologies on society, creativity, and authenticity in the digital age.
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PDF – ePub: Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes, ISBN-
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