Dynamic Routing Between Capsulesl: Difference between revisions

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== Introduction to Capsules and Dynamic Routing ==
== 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 ===
=== Structure of Capsules ===
=== Hierarchy of Parts ===
=== Hierarchy of Parts ===
=== Primary Capsules ===
=== Primary Capsules ===
=== Prediction ===
=== Prediction ===
=== Routing ===
=== Routing ===
=== Clustering ===
=== Clustering ===

Revision as of 08:35, 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