Generative Adversarial Neural Networks Applied to Image Generation

Junquero González, David; Font Aragonés, Xavier

ISBN 10: 6200239975 / ISBN 13: 9786200239976

Edité par LAP LAMBERT Academic Publishing, 2019

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Détails bibliographiques

• Titre: Generative Adversarial Neural Networks Applied to Image Generation
• Éditeur: LAP LAMBERT Academic Publishing
• Date de parution: 2019
• Langue: anglais
• ISBN à 10 chiffres: 6200239975
• ISBN à 13 chiffres: 9786200239976
• Reliure: Couverture souple
• État de l'article: New

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Synopsis

This project studies the theory behind generative models, (mainly Generative Adversary Networks) analyses their complexity and develops a practical implementation of such with limited resources. The book's contents begin with some initial paragraphs detailing the motivation behind the project, followed by an aggregate of all the research performed and ending with the report of all the experiments and observations from the training of some GAN models.