Generative deep learning teaching machines to paint, write, compose, and play

Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive...

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Detalles Bibliográficos
Otros Autores: Foster, David, author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Beijing : O'Reilly [2019]
Edición:First edition
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630821806719
Tabla de Contenidos:
  • Part 1. Introduction to generative deep learning. Generative modeling
  • Deep learning
  • Variational autoencoders
  • Generative adversarial networks
  • Part 2. Teaching machines to paint, write, compose, and play. Paint
  • Write
  • Compose
  • Play
  • The future of generative modeling
  • Conclusion.