Hands-On Generative Adversarial Networks with PyTorch 1.x highlights the key improvements in GANs over generative models and guides in making the best out of GANs with the help of hands-on examples.(Limited-time offer)
Table of Contents
- Section 1: Introduction to GANs and PyTorch
- Generative Adversarial Networks Fundamentals
- Getting Started with PyTorch 1.3
- Best Practices for Model Design and Training
- Section 2: Typical GAN Models for Image Synthesis
- Building Your First GAN with PyTorch
- Generating Images Based on Label Information
- Image-to-Image Translation and Its Applications
- Image Restoration with GANs
- Training Your GANs to Break Different Models
- Image Generation from Description Text
- Sequence Synthesis with GANs
- Reconstructing 3D models with GANs
Download Free PDF / Read Online
Author(s): John Hany , Greg Walters
Publisher: Packt Publishing
Published: December 2019
Format(s): Online
File size: –
Number of pages: 312
Download / View Link(s): This offer has ended.
Free as of 12/03/2021.
Publisher: Packt Publishing
Published: December 2019
Format(s): Online
File size: –
Number of pages: 312
Download / View Link(s): This offer has ended.
Free as of 12/03/2021.