https://github.com/nishnik/capsnet-pytorch

My attempt at implementing CapsNet from the paper Dynamic Routing Between Capsules
https://github.com/nishnik/capsnet-pytorch

convolutional-neural-networks deep-learning pytorch

Last synced: 11 months ago
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My attempt at implementing CapsNet from the paper Dynamic Routing Between Capsules

• Host: GitHub
• URL: https://github.com/nishnik/capsnet-pytorch
• Owner: nishnik
• License: mit
• Created: 2017-10-29T12:29:15.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2017-10-30T17:36:56.000Z (over 8 years ago)
• Last Synced: 2025-04-01T14:37:59.953Z (over 1 year ago)
• Topics: convolutional-neural-networks, deep-learning, pytorch
• Language: Python
• Homepage:
• Size: 5.86 KB
• Stars: 91
• Watchers: 7
• Forks: 9
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# CapsNet-PyTorch

My attempt at implementing CapsNet from the paper Dynamic Routing Between Capsules. 


[Link to paper](https://arxiv.org/abs/1710.09829) 


Authors of paper - Sara Sabour, Nicholas Frosst, Geoffrey E Hinton 


The code is buggy right now, reconstruction loss is yet to be added.


Training-Testing not done till now.


Suggestions and contributions welcome.