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

• UpdatedDec 22, 2018
• Python

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

• UpdatedMay 19, 2020
• Python

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

• UpdatedApr 13, 2021
• Python

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

• UpdatedNov 14, 2021

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

• UpdatedOct 5, 2021
• Python

CapsLayer: An advanced library for capsule theory

• UpdatedJan 21, 2022
• Python

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

• UpdatedDec 8, 2017
• Python

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

• UpdatedMar 5, 2018
• Jupyter Notebook

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

• UpdatedOct 28, 2019
• Python

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

• UpdatedApr 26, 2019
• Python

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

• UpdatedFeb 27, 2018
• Python

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

• UpdatedJun 7, 2023
• Jupyter Notebook

A tutorial-style implementation of CapsNet in PyTorch

• UpdatedJan 16, 2020
• Python

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

• UpdatedJul 15, 2021
• Python

Capsule Network on Fashion MNIST dataset

• UpdatedDec 1, 2017
• Python

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

• UpdatedSep 17, 2025
• Python

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

• UpdatedNov 12, 2024
• Python

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

• UpdatedDec 26, 2018
• Python

CapsNet for NLP

• UpdatedJan 12, 2019
• Python

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

• UpdatedJan 22, 2018
• Python