ajdhole/CapsNet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules"

CapsNet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules"

Table of Contents

• Documentation
• Implementations by Framework
• Implementations By Dataset

Docs

Papers

Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, 26 Oct 2017 MATRIX CAPSULES WITH EM ROUTING, Anonymous authors, ICLR 2018

Implementations by Framework

Pytorch

• leftthomas/CapsNet
• dragen1860/CapsNet-Pytorch
• gram-ai/capsule-networks
• andreaazzini/capsnet.pytorch
• CapsNet-PyTorch
• Ujjwal-9/CapsNet
• cedrickchee/capsule-net-pytorch
• laubonghaudoi/CapsNet_guide_PyTorch
• tonysy/CapsuleNet-PyTorch
• AlexHex7/CapsNet_pytorch

Torch

• leftthomas/FCCapsNet

Tensorflow

• naturomics/CapsNet-Tensorflow
• InnerPeace-Wu/CapsNet-tensorflow
• laodar/tf_CapsNet
• nnUyi/CapsNet
• tjiang31/CapsNet
• rrqq/CapsNet-tensorflow-jupyter
• winwinJJiang/capsNet-Tensorflow
• etendue/CapsNet_TF
• thibo73800/capsnet_traffic_sign_classifier
• bourdakos1/capsule-networks
• jostosh/capsnet
• alisure-ml/CapsNet

Keras

• XifengGuo/CapsNet-Keras
• XifengGuo/CapsNet-Fashion-MNIST
• sunxirui310/CapsNet-Keras
• theblackcat102/dynamic-routing-capsule-cifar
• streamride/CapsNet-keras-imdb

MXNet

• AaronLeong/CapsNet_Mxnet)

Lasagne

• DeniskaMazur/CapsNet-Lasagne

Chainer

• soskek/dynamic_routing_between_capsules

Matlab

• yechengxi/LightCapsNet

JavaScript

• alseambusher/capsnet.js

Other

• jaesik817/adv_attack_capsnet

Implementations By Dataset

MNIST

• leftthomas/CapsNet
• dragen1860/CapsNet-Pytorch
• gram-ai/capsule-networks
• andreaazzini/capsnet.pytorch
• CapsNet-PyTorch
• Ujjwal-9/CapsNet
• cedrickchee/capsule-net-pytorch
• laubonghaudoi/CapsNet_guide_PyTorch
• tonysy/CapsuleNet-PyTorch
• leftthomas/FCCapsNet
• naturomics/CapsNet-Tensorflow
• InnerPeace-Wu/CapsNet-tensorflow
• laodar/tf_CapsNet
• nnUyi/CapsNet
• tjiang31/CapsNet
• rrqq/CapsNet-tensorflow-jupyter
• winwinJJiang/capsNet-Tensorflow
• etendue/CapsNet_TF

IMDB Reviews

• streamride/CapsNet-keras-imdb

Cifar 10

• theblackcat102/dynamic-routing-capsule-cifar

BanglaLekha-Isolated Dataset:

• codeheadshopon/CapsNet_BanglaLekha

Traffic Sign Dataset (German):

• thibo73800/capsnet_traffic_sign_classifier