capsnet

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

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

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 visualization of the CapsNet layers to better understand how it works

CapsLayer: An advanced library for capsule theory

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

Capsule Network on Fashion MNIST dataset

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

3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation (MICCAI 2021)

Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project

CapsNet for NLP

A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)

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