GANs in Action: Deep learning with Generative Adversarial Networks - Tapa blanda

Langr, Jakub; Bok, Vladimir

 
9781617295560: GANs in Action: Deep learning with Generative Adversarial Networks
Tapa blanda
ISBN 10: 1617295566 ISBN 13: 9781617295560
Editorial: Manning, 2019

Sinopsis

Deep learning systems have gotten really great at identifying patterns in text, images, and video. But applications that create realistic images, natural sentences and paragraphs, or native-quality translations have proven elusive. Generative Adversarial Networks, or GANs, offer a promising solution to these challenges by pairing two competing neural networks' one that generates content and the other that rejects samples that are of poor quality.

GANs in Action: Deep learning with Generative Adversarial Networks teaches you how to build and train your own generative adversarial networks. First, you'll get an introduction to generative modelling and how GANs work, along with an overview of their potential uses. Then, you'll start building your own simple adversarial system, as you explore the foundation of GAN architecture: the generator and discriminator networks.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

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Acerca del autor

Jakub Langr graduated from Oxford University where he also taught at OU Computing Services. He has worked in data science since 2013, most recently as a data science Tech Lead at Filtered.com and as a data science consultant at Mudano. Jakub also designed and teaches Data Science courses at the University of Birmingham and is a fellow of the Royal Statistical Society.

Vladimir Bok is a Senior Product Manager at Intent Media, a data science company for leading travel sites, where he helps oversee the company's Machine Learning research and infrastructure teams. Prior to that, he was a Program Manager at Microsoft. Vladimir graduated Cum Laude with a degree in Computer Science from Harvard University. He has worked as a software engineer at early stage FinTech companies, including one founded by PayPal co-founder Max Levchin, and as a Data Scientist at a Y Combinator startup.

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Editorial
Manning
Año de publicación
2019
Idioma
Inglés
ISBN 10 
1617295566
ISBN 13 
9781617295560
Encuadernación
Tapa blanda
Número de páginas
276
Contacto del fabricante
no disponible
Persona responsable
no disponible