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67 search results found

Capsgnn ⭐ 1,180

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

Awesome Deepfakes ⭐ 1,175

Everything Deepfakes

Capsule Network Tutorial ⭐ 678

Pytorch easy-to-follow Capsule Network tutorial

Capsule_networks ⭐ 558

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

Capsule Networks ⭐ 467

A Tensorflow implementation of Capsule Networks

Capsnet ⭐ 422

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

Capsule ⭐ 328

A framework for network function development. Written in Rust, inspired by NetBricks and built on DPDK.

Capsule_text_classification ⭐ 281

Capsule_net_pytorch ⭐ 250

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

Segcaps ⭐ 203

Official Implementation of the Paper "Capsules for Object Segmentation".

Capsule Networks ⭐ 199

A Tensorflow(v1.4) implementation of Capsule Networks (Dynamic Routing Between Capsules , https://arxiv.org/abs/1710.09829)

Unsupervised Capsule Network ⭐ 173

Capsule network with variations. Originally proposed by Tieleman & Hinton : http://www.cs.toronto.edu/~tijmen/tijmen_thesis.pd

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

Deepcaps ⭐ 106

Official Implementation of "DeepCaps: Going Deeper with Capsule Networks" paper (CVPR 2019).

Novel Deep Learning Model For Traffic Sign Detection Using Capsule Networks ⭐ 79

capsule networks that achieves outstanding performance on the German traffic sign dataset

Nlp Capsule ⭐ 70

Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications

Capsnet_tensorflow ⭐ 70

Capsnet Gan Tensorflow ⭐ 52

An experimental Generative Adversarial Network implementation of the Capsule Neural Network

Nn_encapsulation ⭐ 49

Capsule research with our trivial contribution

Blurbgenrecollection Hmc ⭐ 47

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

Zeroshotcapsule ⭐ 41

Code for Paper "Zero-shot User Intent Detection via Capsule Neural Networks".

Lightcapsnet ⭐ 37

A Matlab implementation of the capsule networks (or capsnet).

Capsulevos ⭐ 35

Kapsul Aglari Ile Isaret Dili Tanima ⭐ 33

Recognition of Sign Language using Capsule Networks

Capsule Networks implemented with Keras.

Articles Bookmarked ⭐ 29

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

Dl_study_with_gluon_2nd ⭐ 26

Deep learning study in Gluon 2nd edition

Unet Client Server Example ⭐ 24

Using Unity's High Level Network API (HLAPI) in a testable, easy to understand fashion with minimal magic.

Multi Level Dcnet ⭐ 24

Multi-level Dense Capsule Networks, in ACCV 2018

Tensormonk ⭐ 20

A collection of deep learning models (PyTorch implemtation)

Readable_capsnet ⭐ 20

Blazingly fast capsule networks in 75 lines of pytorch+einops

Fast_capsnet ⭐ 17

Official implementation of the Fast Capsule Network

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.

Adaptive Diverse Capsule Network ⭐ 14

Machine Learning Resources ⭐ 12

Machine learning resources

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"

Official Code Repository for Diagnosing Colorectal Polyps in the Wild with Capsule Networks

Capsules Networks Material ⭐ 10

material for capsules networks

Capsnet Fashion Mnist ⭐ 10

Capsule Network for classification of Fashion-MNIST dataset.

Capsule Pytorch ⭐ 10

a pytorch implement of Hinton's capsule network.

Capsnetslaseg ⭐ 9

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

Capsnet Adversarial ⭐ 9

Capsule networks can defend against adversarial attacks using reconstruction error

Subspace Capsule Network ⭐ 9

Capsule Net Tf ⭐ 8

A tiny implementation of Capsule Network

Capsule Network Tensorflow ⭐ 8

The impending concept of capsule networks has finally arrived at arXiv. link to the publication -> https://arxiv.org/abs/1710.09829 . In this repository, I'll create an implementation using TensorFlow from scratch as an exercise.

Capsule Networks Medical Data Challenges ⭐ 8

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

Sar_cd_ms_capsnet ⭐ 8

Code for the paper "Change Detection in SAR Images Based on Multiscale Capsule Network" IEEE GRSL 2020

CapsNeet vs CNN

Capnetprotstruct ⭐ 7

Capsule Networks for improving protein secondary structure prediction accuracy

Capsule Network ⭐ 7

Keras and tensorflow implementation of capsule network.

Dnn Architecture Mindmap ⭐ 7

DNN-Architecture-MindMap

Capsnet Gravitational Lensing ⭐ 7

Estimating parameters of strong gravitational lenses with Capsule networks

Classifying traffic signs with Capsule Network

Capsnet Segmentation ⭐ 6

deep learning final project

Gamma Capsule Network ⭐ 6

Original TensorFlow 2.0 implementation of gamma-capsule networks

A StatusBar App runs in macOS ,to monitor your network speed, and use capsule shape to display.

Pytorch Capsule Networks ⭐ 6

PyTorch Implementation of Capsule Networks in NIPS2017 and ICLR2018

Real Time Handwritten Digit Recognizer Mnist Ai Cnn ⭐ 5

Deployable App to test different Neural Network architectures for handwritten digit recognition under adverse conditions using CNNs trained on the MNIST dataset

Capsule Networks ⭐ 5

Simply explain and implement Capsule Networks on MNIST dataset using Pytorch.

Text Capsule Network ⭐ 5

Summaries ⭐ 5

Summary of neural computer vision work from perceptrons to Capsule Networks. If you see any errors, want to add something, or notice missing citations, please feel free to edit!

Repository for latest publications and codes for CapsNet (CapsuleNet)

CapsulNet Implementation in Keras

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