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Top 31 capsule-network open source projects

Artificial Intelligence Deep Learning Machine Learning Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Capsnet Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.
Adv attack capsnet
Tensorflow Implementation of Adversarial Attack to Capsule Networks
Capsnet Traffic Sign Classifier
A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
Capsule Net Pytorch
[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
Capsule Gan
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
Variational Capsule Routing
Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes",
Nn encapsulation
Capsule research with our trivial contribution
Lung Diseases Classifier
Diseases Detection from NIH Chest X-ray data
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Awesome Capsule Networks
A curated list of awesome resources related to capsule networks
Capsnet Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
Capsnet Visualization
🎆 A visualization of the CapsNet layers to better understand how it works
CapsLayer: An advanced library for capsule theory
Capsule net pytorch
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
Hands On Deep Learning Algorithms With Python
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
heinsen routing
Official implementation of "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019) in PyTorch.
Another implementation of Hinton's capsule networks in tensorflow.
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.
A Matlab implementation of the capsule networks (or capsnet).
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