Hands-on generative adversarial networks with Keras : your guide to implementing next-generation generative adversarial networks /
Call Number: | Libro Electrónico |
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Main Author: | |
Format: | Electronic eBook |
Language: | Inglés |
Published: |
Birmingham, UK :
Packt Publishing,
2019.
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Subjects: | |
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.