A new type of neural network
Capsules network a brand new type of artificial neural networks that is superior to CNN is here to stay. Prepare for at least one detailed post about them in near future.
Where do I find a working implementation?
Please refer to this implementation of CapsNet in Keras. This repository provides links to almost all known current implementations of freshly brewed Capsules network.
The bright future
My intuition indicates that Capsules will substitute CNN in a near future due to there in-variance to image position transformation.
Resources
Papers
Dynamic Routing Between Capsules
Matrix capsules with EM routing
Implementations
Blogs
What is a CapsNet or Capsule Network?
YouTube
Capsule Networks: An Improvement to Convolutional Networks (Siraj Raval)
News
GOOGLE’S AI WIZARD UNVEILS A NEW TWIST ON NEURAL NETWORKS
ScienceAppliedForGood 