Sculpture Generation Using Generative Adversarial Network: - Exploring GAN - Tapa blanda

Sheik Abdul Kareem, Jainulabudeen; Subramaniam, Dr. Murugavalli; Arumuga Nainar, Sathish

 
9786200216588: Sculpture Generation Using Generative Adversarial Network: - Exploring GAN
Tapa blanda
ISBN 10: 6200216584 ISBN 13: 9786200216588
Editorial: LAP LAMBERT Academic Publishing, 2019

Sinopsis

The purpose of this book chapter is to provide a approach to explore the Machine's Capability in generating human-level products as well as problem solving. Sculptures became a part of finest medium in South Indian Expression in form of dance. This book chapter entails the use of GAN (Generative Adversarial Network) in Deep Neural Net Architectures called the Generator (New Data Instances) and Discriminator (Authenticity). GAN has the following phases. The First Phase Generator takes input in random numbers and return an image. In the Second Phase the Generated Image is fed into the Discriminator. In the Final Phase the Discriminator takes both real and fake images and return probabilities for representing Authenticity. The reader is expected to be familiar with the working process and basic features of GAN.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2019
Idioma
Inglés
ISBN 10 
6200216584
ISBN 13 
9786200216588
Encuadernación
Tapa blanda
Número de páginas
60
Contacto del fabricante
no disponible
Persona responsable
no disponible