lab meeting materials, capsule networks, lookout server

Justin will lead a discussion on Hinton’s capsule networks, and show us how to setup Lookout cluster using Jupyter notebook.

Justin’s instruction at

https://github.com/justinmclark/utc_lookout_remote_jupyter/blob/master/README.md

Capsule Networks which are an improvement to CNNs and can work with a fraction of the training data because of how it learns.

The conceptual overview: https://openreview.net/pdf?id=HJWLfGWRb

The training method: https://arxiv.org/abs/1710.09829

A less academic explanation: https://medium.com/ai³-theory-practice-business/understanding-hintons-capsule-networks-part-i-intuition-b4b559d1159b

See

Another resource: 

https://www.oreilly.com/ideas/introducing-capsule-networks

https://github.com/ageron/handson-ml/blob/master/extra_capsnets.ipynb

Github collections on Capsule networks

https://github.com/sekwiatkowski/awesome-capsule-networks

https://github.com/topics/capsule-network