Seonglae ChoCapsNet
A neural network that solves problems that occur in image recognition with CNNs
detects the rotation and leans it as one of the activation vector
What is a CapsNet or Capsule Network?
Every few days there is an advancement in the field of Neural Networks. Some brilliant minds are working on this field. You can pretty much assume every paper on this topic is almost ground breaking or path changing. Sara Sabour, Nicholas Frost and Geoffrey Hinton released a paper titled Dynamic Routing Between Capsules 4 days back.
https://medium.com/hackernoon/what-is-a-capsnet-or-capsule-network-2bfbe48769cc
Why Do Capsule Networks Work Better Than Convolutional Neural Networks?
This article was first published in Analytics India Magazine, read the article on the The article here presents some of the key details and characteristics of a Capsule Network, and how it improves upon the standard industry benchmark networks, mainly Convolution Neural Networks by overcoming its limitations and introducing new techniques.
https://medium.com/@ashukumar27/why-do-capsule-networks-work-better-than-convolutional-neural-networks-f4a105a53aff
