Top 23 capsnet open source projects

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

A PyTorch implementation of CapsNet based on NIPS 2017 paper "Dynamic Routing Between Capsules"

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

A tutorial-style implementation of CapsNet in PyTorch

Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf

A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).

CapsNet for NLP

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules

🎆 A visualization of the CapsNet layers to better understand how it works

CapsLayer: An advanced library for capsule theory

No description or website provided.

PyTorch Capsule Layer

Another implementation of Hinton's capsule networks in tensorflow.

MXNet implementation of CapsNet

A tensorflow implementation for CapsNet

A simple tensorflow implementation of CapsNet (by Dr. G. Hinton), based on my understanding. This repository is built with an aim to simplify the concept, implement and understand it.

Empirical studies on Capsule Network representation and improvements implemented with PyTorch.

Capsule Network on Fashion MNIST dataset