Machines are excelling at creative human skills such as painting, writing, and composing music. Could you be more creative than generative AI?
In this book, you’ll explore the evolution of generative models, from restricted Boltzmann machines and deep belief networks to VAEs and GANs. You’ll learn how to implement models yourself in Tensor Flow and get to grips with the latest research on deep neural networks.
There’s been an explosion in potential use cases for generative models. You’ll look at Open AI’s news generator, deepfakes, and training deep learning agents to navigate a simulated environment.
Recreate the code that’s under the hood and uncover surprising links between text, image, and music generation.
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Language English ● Format EPUB ● Pages 488 ● ISBN 9781800208506 ● File size 29.8 MB ● Publisher Packt Publishing ● City San Antonio ● Country US ● Published 2021 ● Downloadable 24 months ● Currency EUR ● ID 8130167 ● Copy protection without