Hands-on generative adversarial networks with Keras : your guide to implementing next-generation generative adversarial networks /

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Valle, Rafael, 1985- (Author)
Format: Electronic eBook
Language:Inglés
Published: Birmingham, UK : Packt Publishing, 2019.
Subjects:
Machine learning.
Neural networks (Computer science)
Artificial intelligence.
Neural Networks, Computer
Artificial Intelligence
Machine Learning
Apprentissage automatique.
Réseaux neuronaux (Informatique)
Intelligence artificielle.
artificial intelligence.
Artificial intelligence
Machine learning
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Section 1. Introduction and Environment Setup :
  • 1. Deep Learning Basics and Environment Setup
  • 2. Introduction to Generative Models
  • Section 2. Training GANs :
  • 3. Implementing Your First GAN
  • 4. Evaluating Your First GAN
  • 5. Improving Your First GAN
  • Section 3. Application of GANs in Computer Vision, Natural Language Processing, and Audio :
  • 6. Synthesizing and Manipulating Images with GANs
  • 7. Progressive Growing of GANs
  • 8. Generation of Discrete Sequences Using GANs
  • 9. Text-to-Image Synthesis with GANs
  • 10. Speech Enhancement with GANs
  • 11. TequilaGAN - Identifying GAN Samples
  • 12. Whats next in GANs.

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