Dynamic Routing Between Capsulesl
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Contents
1
Group Member
2
Introduction and Background
3
Motivation
4
Introduction to Capsules and Dynamic Routing
4.1
Structure of Capsules
4.2
Hierarchy of Parts
4.3
Primary Capsules
4.4
Prediction
4.5
Routing
4.6
Clustering
4.7
Updating
4.8
Handling Overlap Images
4.9
Classification and Regularizaiton
5
Modelling using MNIST
6
Pros and Cons
7
Conclusion
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
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
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