Capsules are CapsNet

capsules

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

CapsNet-Keras

CapsuleNet on MNIST

Blogs

Capsule Networks Explained

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

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