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Generative adversarial networks in practice /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Generative adversarial networks in practice // Mehdi Ghayoumi.
作者:	Ghayoumi, Mehdi,
出版者:	Boca Raton :CRC Press, : 2024.,
面頁冊數:	xxvii, 642 p. :ill. ; : 27 cm.;
標題:	Machine learning. -
ISBN:	9781032248448 (cloth) :

Generative adversarial networks in practice /
Ghayoumi, Mehdi,

Generative adversarial networks in practice /Mehdi Ghayoumi. - Boca Raton :CRC Press,2024. - xxvii, 642 p. :ill. ;27 cm.

Includes bibliographical references and index.

Data preprocessing -- Model evaluation -- TensorFlow and Keras fundamentals -- Artificial neural networks -- Deep neural networks (DNNs) -- Generative adversarial networks (GANs) -- Deep convolutional generative adversarial network (DCGAN) -- Conditional generative adversarial network (CGAN) -- Cycle generative adversarial network (CycleGAN) -- Semi-supervised generative adversarial network (SGAN) -- Least squares generative adversarial network (LSGAN) -- Wasserstein generative adversarial network (WGAN) -- Generative adversarial networks (GANs) for images and video -- Generative adversarial networks (GANs) for voice, music, and song.

ISBN: 9781032248448 (cloth) :NT2981

LCCN: 2023027444Subjects--Topical Terms:

561253
Machine learning.

LC Class. No.: QA76.87 / .G535 2024

Dewey Class. No.: 006.3/2

Generative adversarial networks in practice /
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245 1 0 $a Generative adversarial networks in practice / $c Mehdi Ghayoumi.
260 # $a Boca Raton : $b CRC Press, $c 2024.
300 $a xxvii, 642 p. : $b ill. ; $c 27 cm.
504 $a Includes bibliographical references and index.
505 0 # $a Data preprocessing -- Model evaluation -- TensorFlow and Keras fundamentals -- Artificial neural networks -- Deep neural networks (DNNs) -- Generative adversarial networks (GANs) -- Deep convolutional generative adversarial network (DCGAN) -- Conditional generative adversarial network (CGAN) -- Cycle generative adversarial network (CycleGAN) -- Semi-supervised generative adversarial network (SGAN) -- Least squares generative adversarial network (LSGAN) -- Wasserstein generative adversarial network (WGAN) -- Generative adversarial networks (GANs) for images and video -- Generative adversarial networks (GANs) for voice, music, and song.
650 # 0 $a Machine learning. $3 561253
650 # 0 $a Neural networks (Computer science) $3 528588