28 Open Source Capsnet Software Projects
Free and open source capsnet code projects including engines, APIs, generators, and tools.
Capsnet Tensorflow 3729 ⭐
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
Capsnet Keras 2376 ⭐
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
Adambielski Capsnet Pytorch 422 ⭐
PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules
Loretoparisi Capsnet 414 ⭐
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
Capsnet Visualization 363 ⭐
🎆 A visualization of the CapsNet layers to better understand how it works
Dynamic_routing_between_capsules 201 ⭐
Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017
Capsnet Traffic Sign Classifier 163 ⭐
A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
Capsule Net Pytorch 156 ⭐
[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
Capsnet 134 ⭐
A PyTorch implementation of CapsNet based on NIPS 2017 paper "Dynamic Routing Between Capsules"
Capsule Gan 118 ⭐
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
Matrix Capsules With Em Routing 69 ⭐
A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
Capsulesem 58 ⭐
A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)
Variational Capsule Routing 62 ⭐
Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf
Ethanleet Capsnet 27 ⭐
Empirical studies on Capsule Network representation and improvements implemented with PyTorch.
Capsnet Tensorflow Jupyter 16 ⭐
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.
Capsule Networks Medical Data Challenges 10 ⭐
"Capsule Networks against Medical Imaging Data Challenges" - [email protected] 2018