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62 search results found

Capsnet Tensorflow ⭐ 3,678

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

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

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 ⭐ 2,321

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

Capsule Networks ⭐ 1,419

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

Easyrec ⭐ 1,374

A framework for large scale recommendation algorithms.

Capsgnn ⭐ 1,180

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Capslayer ⭐ 354

CapsLayer: An advanced library for capsule theory

Capsnet Visualization ⭐ 342

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

Pycontinual ⭐ 185

PyContinual (An Easy and Extendible Framework for Continual Learning)

Capsule Net Pytorch ⭐ 157

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

Efficient Capsnet ⭐ 152

Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".

Capsule Network ⭐ 133

PyTorch implementation of the paper Dynamic Routing Between Capsules by Sara Sabour, Nicholas Frosst and Geoffrey Hinton

Heinsen_routing ⭐ 125

Reference implementation of "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022) and "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019), for composing deep neural networks.

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

Pytorch Capsulenet ⭐ 113

An easy-to-follow Pytorch implementation of Hinton's Capsule Network

Capsule Gan ⭐ 111

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

Deep Learning With Csharp And Cntk ⭐ 102

Deep Learning with C# and CNTK

Pytorch Asr ⭐ 100

ASR with PyTorch

Variational Capsule Routing ⭐ 92

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

Capsule Forensics V2 ⭐ 91

Implementation of the Capsule-Forensics-v2

Hands On Deep Learning Algorithms With Python ⭐ 90

Hands-On Deep Learning Algorithms with Python, By Packt

Capsnet Fashion Mnist ⭐ 83

Capsule Network on Fashion MNIST dataset

Matrix Capsules With Em Routing ⭐ 70

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

Nlp Capsule ⭐ 70

Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications

Capsnet_tensorflow ⭐ 70

Capsulesem ⭐ 59

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

Capsule Pytorch ⭐ 59

A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

Nn_encapsulation ⭐ 49

Capsule research with our trivial contribution

Blurbgenrecollection Hmc ⭐ 47

Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.

Me_recognition ⭐ 46

CapsuleNet for Micro-expression Recognition (IEEE FG 2019)

Cccapsnet ⭐ 44

A PyTorch implementation of Compositional Coding Capsule Network based on PRL 2022 paper "Compositional Coding Capsule Network with K-Means Routing for Text Classification"

Kapsul Agi Capsule Network ⭐ 39

Prof. Geoffrey Hinton’ın “Dynamic Routing Between Capsules” makalesindeki Kapsül Ağı (Capsule Network: CapsNet) algoritmasının Keras Uygulamasıdır.

The implementation of “A Capsule Network for Recommendation and Explaining What You Like and Dislike”, Chenliang Li, Cong Quan, Li Peng, Yunwei Qi, Yuming Deng, Libing Wu, https://dl.acm.org/citation.cfm?doid=3331184.33312

Cvaecaposr ⭐ 36

Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ballan, ICCV, 2021.

Kapsul Aglari Ile Isaret Dili Tanima ⭐ 33

Recognition of Sign Language using Capsule Networks

Transcap ⭐ 32

Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556

Glcapsnet ⭐ 32

Global-Local Capsule Network (GLCapsNet) is a capsule-based architecture able to provide context-based eye fixation prediction for several autonomous driving scenarios, while offering interpretability both globally and locally.

Deeprtplus ⭐ 30

Deep (Transfer) Learning for Peptide Retention Time Prediction

Covid Caps ⭐ 29

A Capsule Network-based framework for identification of COVID-19 cases from chest X-ray Images

Capsnet 1d ⭐ 27

1D Capsule Network for Gesture Recognition in Keras.

Bmcnnwhfcs ⭐ 26

The code for "No Routing Needed Between Capsules". This repository contains the code used for the experiments detailed in a forthcoming paper. The paper is available pre-published at arXiv: http://arxiv.org/abs/2001.09136

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

Subject And Sentiment Analysis ⭐ 23

汽车行业用户观点主题及情感识别

Transforming Autoencoders ⭐ 22

Transforming Autoencoder (Hinton et al.) implementation in TensorFlow. A way to get hands dirty with Hinton's capsules.

Tensormonk ⭐ 20

A collection of deep learning models (PyTorch implemtation)

Capsnet Tensorflow ⭐ 19

CapsuleNet Tensorflow

Torch Scae ⭐ 19

PyTorch implementation of Stacked Capsule Auto-Encoders

Capsulegan ⭐ 17

An Experimental Implementation for CapsuleGAN.

Capsnet Tensorflow Jupyter ⭐ 17

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.

Fast_capsnet ⭐ 17

Official implementation of the Fast Capsule Network

Cnn On Degraded Images ⭐ 15

🔷 Effects of Degradations on Deep Neural Network Architectures.

A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)

Treecaps ⭐ 15

[AAAI 2021] - TreeCaps: Tree-based Capsule Network for Source Code Processing

Speech Command Recognition With Capsule Network ⭐ 15

Speech command recognition with capsule network & various NNs / KWS on Google Speech Command Dataset.

Text Classification ⭐ 14

A collection of text classification algorithms in tensorflow: cnn, rnn, attention, bert, capsule, clstm, rcnn

Adaptive Diverse Capsule Network ⭐ 14

Pscapsnet ⭐ 12

A PyTorch implementation of Parameter-sharing Capsule Network based on the paper "Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification"

Capsnet Fashion Mnist ⭐ 10

Capsule Network for classification of Fashion-MNIST dataset.

Capsule Pytorch ⭐ 10

a pytorch implement of Hinton's capsule network.

Galaxy Morphology Capsnet ⭐ 9

Galaxy morphology prediction using capsule networks

Subspace Capsule Network ⭐ 9

Capsnetslaseg ⭐ 9

Capsule Networks and Convolutional Neural Networks for the Automated Segmentation of Left Atrium in Cardiac MRI

Rotated MNIST dataset

Capsule Net Tf ⭐ 8

A tiny implementation of Capsule Network

Capsule Networks Medical Data Challenges ⭐ 8

"Capsule Networks against Medical Imaging Data Challenges" - LABELS@MICCAI 2018

CapsNeet vs CNN

Capsnet Gravitational Lensing ⭐ 7

Estimating parameters of strong gravitational lenses with Capsule networks

Capsule Network ⭐ 7

Keras and tensorflow implementation of capsule network.

Capsule_network_tensorflow ⭐ 6

Capsule Network implementation in Tensorflow

Pytorch Capsule Networks ⭐ 6

PyTorch Implementation of Capsule Networks in NIPS2017 and ICLR2018

Classifying traffic signs with Capsule Network

CapsNet implementations with PyTorch.

Pytorch implementation of paper: Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

This is a project for mechanical fault detection. The reason why it is called cute little bird may be because the eyesight of birds is particularly good, and they can detect small bugs. Besides, they are cute too. In the current version, we have tested some planetary gearbox vibration data in the lab, and there are 8 error types in total. And use Capsule Neural Networks for pattern recognition to detect error types in vibrations and it works really well.

Capsule_text_classification ⭐ 5

Covid Fact ⭐ 5

A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans

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