Dynamic Routing Between Capsulesl: Difference between revisions

From statwiki
Jump to navigation Jump to search
No edit summary
No edit summary
Line 15: Line 15:
In the following section, we will use a example to classify images of house and boat, both of which are constructed using rectangles and triangles as shown below:
In the following section, we will use a example to classify images of house and boat, both of which are constructed using rectangles and triangles as shown below:


[[File:boat+house.jpeg]]
[[File:boat+house.jpg]]
=== Structure of Capsules ===
=== Structure of Capsules ===
=== Hierarchy of Parts ===
=== Hierarchy of Parts ===

Revision as of 08:44, 20 March 2018

Group Member

Siqi Chen Weifeng Liang Yi Shan Yao Xiao Yuliang Xu Jiajia Yin Jianxing Zhang

Introduction and Background

Motivation

Introduction to Capsules and Dynamic Routing

In the following section, we will use a example to classify images of house and boat, both of which are constructed using rectangles and triangles as shown below:

Structure of Capsules

Hierarchy of Parts

Primary Capsules

Prediction

Routing

Clustering

Updating

Handling Overlap Images

Classification and Regularizaiton

Modelling using MNIST

Pros and Cons

Conclusion