Book

Hands-On Generative Adversarial Networks with Keras

This book will explore deep learning and generative models, and their applications in artificial intelligence. You will learn to evaluate and improve your GAN models by eliminating challenges that are encountered in real-world applications. You will implement GAN architectures in various domains such as computer vision, NLP, and audio processing

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
9h4m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 9h4m total length

1. Deep Learning Basics and Environment Setup
2. Introduction to Generative Models
3. Implementing your fist GAN
4. Evaluating your first GAN
5. Improving your first GAN
6. Synthesizing and Manipulating Images with GANs
7. Progressive Growing of GANs
8. Natural Language Generation with GANs
9. Text-To-Image Synthesis with GANs
10. Speech Enhancement with GANs
11. TequilaGAN: Identifying GAN samples
12. What’s Next in GANs

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