GANs in Action /

GANs in Action teaches you to build and train your own Generative Adversarial Networks. You'll start by creating simple generator and discriminator networks that are the foundation of GAN architecture. Then, following numerous hands-on examples, you'll train GANs to generate high-resolutio...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Bok, Vladimir (Autor), Langr, Jakub (Autor)
Autor Corporativo: Safari, an O'Reilly Media Company
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Manning Publications, 2019.
Edición:1st edition.
Temas:
Machine learning > Technological innovations.
Artificial intelligence > Computer programs.
Apprentissage automatique > Innovations.
Intelligence artificielle > Logiciels.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Descripción
Sumario:GANs in Action teaches you to build and train your own Generative Adversarial Networks. You'll start by creating simple generator and discriminator networks that are the foundation of GAN architecture. Then, following numerous hands-on examples, you'll train GANs to generate high-resolution images, image-to-image translation, and targeted data generation. Along the way, you'll find pro tips for making your system smart, effective, and fast.
Descripción Física:1 online resource (240 pages)

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