Skip to Main Content
Advanced Deep Learning with Keras
book

Advanced Deep Learning with Keras

by Rowel Atienza, Neeraj Verma, Valerio Maggio
October 2018
Intermediate to advanced content levelIntermediate to advanced
368 pages
9h 20m
English
Packt Publishing
Content preview from Advanced Deep Learning with Keras

InfoGAN

To enforce the disentanglement of codes, InfoGAN proposed a regularizer to the original loss function that maximizes the mutual information between the latent codes c and

InfoGAN

:

InfoGAN

(Equation 6.1.3)

The regularizer forces the generator to consider the latent codes when it formulates a function that synthesizes the fake images. In the field of information theory, the mutual information between latent codes c and

InfoGAN

is defined as:

(Equation 6.1.4)

Where

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Hands-On Neural Networks with Keras

Hands-On Neural Networks with Keras

Niloy Purkait
Deep Learning with Keras

Deep Learning with Keras

Antonio Gulli, Sujit Pal
Keras Deep Learning Cookbook

Keras Deep Learning Cookbook

Rajdeep Dua, Sujit Pal, Manpreet Singh Ghotra

Publisher Resources

ISBN: 9781788629416Supplemental Content