Generative Adversarial Network

Name: Generative Adversarial Network
Brand: Springer, Berlin
SKU: 9789819694037
Price: 73.46 EUR
Availability: InStock

Principle and Practice

Autor: Long Peng, Xiaozhou Guo

Jazyk:

Väzba: Pevná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

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73.46 €

This bookcomprehensively and systematically introduces the theory of generative adversarialnetworks...

Informácie o knihe

Autor

Long Peng, Xiaozhou Guo

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2025

Stránok

500

EAN

9789819694037

Enbook ID

48984572

Vydavateľ

Springer, Berlin

Hmotnosť

802

Rozmery

155 x 235

Kompletný popis

This book

comprehensively and systematically introduces the theory of generative adversarial

networks and its applications in image and voice processing. This book consists

of 12 chapters, of which the first four chapters present basic knowledge,

including the principle of GAN, optimization objectives, training methods and

evaluation indicators. The last eight chapters introduce the applications of

GAN in various vertical fields, covering image generation, video generation,

image translation, face image editing, image quality improvement, general image

editing, anti-attack, voice signal processing and other fields. Through reading

this book, readers will thoroughly understand the principles of GAN, various

GAN model designs, and learn to apply GAN for most vision and voice tasks.

This book is suitable for the junior

researchers, students or industrial practitioners in related areas.

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Generative Adversarial Network

Principle and Practice

Informácie o knihe

Kompletný popis

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