CapsNet

Capsule Networks implemented with Keras.

Repo Structure

capsule.py

models and experiments for MNIST

data

Saving data of MNIST.

Environment

• python2
• Keras2.1.5

Usage

python capsule.py

More Information

Please visit http://skyhigh233.com/blog/2018/04/06/capsule/

References

• Dynamic Routing Between Capsules
• “Understanding Dynamic Routing between Capsules (Capsule Networks)”
• “Understanding Matrix capsules with EM Routing (Based on Hinton's Capsule Networks)”
• Does the Brain do Inverse Graphics?
• Capsule Network Performance on Complex Data
• 胶囊网络结构Capsule初探
• Xiaofeng Guo's Capsule Network repo
• Understanding Hinton’s Capsule Networks, Part I - IV