Neural Network Tutorials - Herong's Tutorial Examples - v1.22, by Herong Yang
GAN (Generative Adversarial Network)
This chapter provides introductions and tutorials on GAN (Generative Adversarial Network). Topics include introduction to the classical GAN model; 'gan-roy.py' GAN implementation; DCGAN (Deep Convolutional GAN) model.
These sections are omitted from this Web preview version. To view the full content, see information on how to obtain the full version this book.
What Is GAN (Generative Adversarial Network)
GAN Example with TensorFlow - gan-roy.py
gan-roy.py Code Walk-Through
DCGAN (Deep Convolutional Generative Adversarial Network)
Takeaways:
Table of Contents
Deep Playground for Classical Neural Networks
Building Neural Networks with Python
Simple Example of Neural Networks
TensorFlow - Machine Learning Platform
PyTorch - Machine Learning Platform
CNN (Convolutional Neural Network)
RNN (Recurrent Neural Network)
►GAN (Generative Adversarial Network)