https://github.com/Ka0Ri/Capsule-Network

My study about Capsule Network
https://github.com/Ka0Ri/Capsule-Network

Last synced: about 2 months ago
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My study about Capsule Network

• Host: GitHub
• URL: https://github.com/Ka0Ri/Capsule-Network
• Owner: Ka0Ri
• Created: 2019-05-26T23:52:12.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2023-11-08T07:30:49.000Z (about 1 year ago)
• Last Synced: 2024-08-01T08:11:43.568Z (4 months ago)
• Language: Jupyter Notebook
• Size: 5.26 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-CapsNet - Ka0Ri/Capsule-Network

README

        
# Capsule-Network

# My study about Capsule Network using Pytorch framework

![alt text](https://github.com/Ka0Ri/Capsule-Network/blob/master/image/1.png) 


Figure 1. MNist dataset visualized by Capsule vectors 


![alt text](https://github.com/Ka0Ri/Capsule-Network/blob/master/image/2.png) 


Figure 2. Dynamic Routing with Fully Voting layer 


![alt text](https://github.com/Ka0Ri/Capsule-Network/blob/master/image/3.png) 


Figure 3. EM Routing with Convoulitonal Capsule 


![alt text](https://github.com/Ka0Ri/Capsule-Network/blob/master/image/4.png) 


Figure 4. Capsule Network architecture 


![alt text](https://github.com/Ka0Ri/Capsule-Network/blob/master/image/5.png) 


Figure 5. Shortcut routing