May 2019
Intermediate to advanced
272 pages
7h 19m
English
Content preview from Hands-On Generative Adversarial Networks with Keras
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Section 3: Application of GANs in Computer Vision, Natural Language Processing, and Audio
In section three, you will implement state-of-the-art models for computer vision, natural language processing, and audio processing using GANs.
The following chapters will be covered in this section:
- Chapter 6, pix2pixHD – Synthesizing and Manipulating Images with GANs
- Chapter 7, Progressive Growing of GANs
- Chapter 8, Generation of Discrete Sequences Using GANs
- Chapter 9, Text-To-Image Synthesis with GANs
- Chapter 10, Speech Enhancement with GANs
- Chapter 11, TequilaGAN: Identifying GAN Samples
- Chapter 12, What’s Next in GANs
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