Session

Andrii Babii
13 Oct 2018
12:00 - 13:40
Workshop

Introduction to Capsule Networks

I would like to devote this talk to the main aspects of capsule networks internals. Namely, the ideas behind its foundation, the way they work and which advantages of such networks can be used today. We will also answer the question of how to implement and train capsule neural network, will analyze in greater detail what is happening on each level of the network’s functioning and compare the network with convolutional networks using a small example.

Minimal requirements to the listener: general knowledge of neural networks, basic knowledge of Python.
Repository: https://github.com/anrew-git/capsule_network_traffic_sign
Dataset: http://tiny.cc/jobuzy

Presentation