capsule-networks

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Squash function

1

It's not quite clear how vectors from primary capsules are squashed. As far as I can see from the code, each primary capsule outputs a vector of size 32 *...

puhach

Base on my understanding, capsule network use vector to replace scalar. What are the core code to implement it? Thank you and thank you!

guotong1988

Thank you and thank you.

guotong1988

@ operator

2

hello,how does the operator @ work?

plenari

Try my implementation

1

Similar to others, I found many issues with this implementation. So I decided to create my own one. It is bug-free and works very good. You can find it here:...

amobiny

When I run the code on the Google Colab, the error shows in picture, how to solve??  

SeanLii

Can the 8 32-channel conv be replaced with a single 256-channel conv in PrimaryCapsule?

1

Thanks for sharing the nicely written code. I wonder that is there any difference between using 8 32-channel convlayer and a single 256-channel convlayer? It seems like the "In total...

njzwj

How should I set num_route_nodes?

2

According to my understanding, `num_route_nodes` should be the length of the vote vectors that are used as input to dynamic routing. In the example code, this value is set according...

viking-sudo-rm

the visdom window has nothing to show

1

Hi,thanks for the code and sorry to bother you. I ran 'sudo python3 -m visdom.server' before 'python3 capsule_network.py' , and the visdom ran correctly , but it showed nothing even...

cutewss

How to replace dataset and change dimensions

1

Hi, This implementation was one of the easiest to implement as well as understand. I am curious and would want to implement COCO dataset using the same code. 1. How...

shrybht