Notes / Machine Learning / Capsule Networks

Last update: 2018 May 30

I’ve been studying Machine Learning for now a while, and I recently learnt about Capsule Networks after seeing an interview with Geoffrey Hinton by Andrew Ng.

I’ve found the following articles that are introducing this concept fairly well:

• Part I: Intuition
• Part II: How Capsules Work
• Part III: Dynamic Routing Between Capsules
• Part IV: CapsNet Architecture

Another very good ref:

• awesome-capsule-network on github

And finally, how to play with it with the help of Keras:

• https://github.com/XifengGuo/CapsNet-Keras