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Название: Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes
Автор: Micheal Lanham
Издательство: Apress
Год: 2021
Страниц: 327
Язык: английский
Формат: pdf (true), epub
Размер: 26.9 MB
The emergence of artificial intelligence (AI) has brought us to the precipice of a new age where we struggle to understand what is real, from advanced CGI in movies to even faking the news. AI that was developed to understand our reality is now being used to create its own reality. In this book we look at the many AI techniques capable of generating new realities. We start with the basics of deep learning. Then we move on to autoencoders and generative adversarial networks (GANs). We explore variations of GAN to generate content. The book ends with an in-depth look at the most popular generator projects.
Автор: Micheal Lanham
Издательство: Apress
Год: 2021
Страниц: 327
Язык: английский
Формат: pdf (true), epub
Размер: 26.9 MB
The emergence of artificial intelligence (AI) has brought us to the precipice of a new age where we struggle to understand what is real, from advanced CGI in movies to even faking the news. AI that was developed to understand our reality is now being used to create its own reality. In this book we look at the many AI techniques capable of generating new realities. We start with the basics of deep learning. Then we move on to autoencoders and generative adversarial networks (GANs). We explore variations of GAN to generate content. The book ends with an in-depth look at the most popular generator projects.