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Hands-on generative adversarial networks with Keras : your guide to implementing next-generation generative adversarial networks /
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham, UK :
Packt Publishing,
2019.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- 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.