capsule-networks

There are 3 repositories under capsule-networks topic.

gram-ai / capsule-networks
A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".
capsule-networks machine-learning mnist pytorch
Language:Python 1714
sekwiatkowski / awesome-capsule-networks
A curated list of awesome resources related to capsule networks
awesome-list capsule-network capsule-networks computer-vision deep-learning neural-networks
973
loretoparisi / CapsNet
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
capsnet capsule-networks machine-learning deeplearning pytorch tensorflow keras lasagne mxnet chainer mnist
444
snknitin / DeepfakeCapsuleGAN
Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
capsule-networks gans generative-adversarial-network keras-neural-networks cifar-10 mnist celeba-dataset
Language:Jupyter Notebook 130
IBM / matrix-capsules-with-em-routing
A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
capsules hinton matrix-capsules em-routing dynamic-routing capsnet capsule-networks
Language:Python 86
uhh-lt / BlurbGenreCollection-HMC
Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.
capsule-networks hierarchy datset neural-networks multi-label-classification acl2019 text-classification cnn lstm keras
Language:Python 82
Cheng-Lin-Li / SegCaps
A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.
capsule-networks capsule-nets seg-caps python3 deep-learning mscoco-dataset capsule segmentation coco keras tensorflow image-seg-tool luna16 binary-image-segmentation 2d-images 3d-images 2d 3d
Language:Jupyter Notebook 64
gyang274 / capsulesEM
A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)
capsule matrix-capsules tensorflow hinton capsules capsule-network capsnet capsnet-tensorflow capsule-networks capsule-net capsules-net capsules-em
Language:Python 63
COVID-CAPS
ShahinSHH / COVID-CAPS
A Capsule Network-based framework for identification of COVID-19 cases from chest X-ray Images
chest-xray-images capsule-networks covid-19 covid-detection covid-xray medical-image-processing
Language:Python 48
ayyucekizrak / Kapsul-Aglari-ile-Isaret-Dili-Tanima
Recognition of Sign Language using Capsule Networks
deeplearning capsule-networks signlanguage machinelearning python keras
Language:Python 46
deeplearningturkiye / kapsul-agi-capsule-network
Prof. Geoffrey Hinton’ın “Dynamic Routing Between Capsules” makalesindeki Kapsül Ağı (Capsule Network: CapsNet) algoritmasının Keras Uygulamasıdır.
capsule-networks geoffrey-hinton kapsul-agi
Language:Python 42
guglielmocamporese / cvaecaposr
Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ballan, ICCV, 2021.
openset-recognition incremental-learning variational-autoencoders capsule-networks
Language:Python 41
javiermcebrian / glcapsnet
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.
computer-vision capsule-networks deep-learning visual-attention autonomous-vehicles autonomous-driving context-specific interpretability convolutional-neural-networks
Language:Python 33
HopefulRational / DeepCaps-PyTorch
PyTorch Implementation of "DeepCaps: Going Deeper with Capsule Networks" by Jathushan Rajasegaran et al.
pytorch capsule-networks
Language:Python 27
JaesungBae / Speech-Command-Recognition-with-Capsule-Network
Speech command recognition with capsule network & various NNs / KWS on Google Speech Command Dataset.
kws capsule-networks speech-recognition speech-command-recognition keyword-spotting google-speech-command-dataset
Language:Python 25
jchen42703 / CapsNetsLASeg
Capsule Networks and Convolutional Neural Networks for the Automated Segmentation of Left Atrium in Cardiac MRI
medical-image-processing segmentation cnn-keras cnn capsule-networks medical-image-segmentation convolutional-neural-networks keras
Language:Python 20
Tensor46 / TensorMONK
A collection of deep learning models (PyTorch implemtation)
capsule-networks condconv densenet dice-loss efficientnet inceptionv4 lookahead mobilenet-ssd mobilenetv2 neural-decision-forest pggan pytorch radam resnet sagan shufflenet squeeze-and-excitation ssd-mobilenet unet vae
Language:Python 20
lidq92 / pytorch-capsule-networks
PyTorch Implementation of Capsule Networks in NIPS2017 and ICLR2018
capsule-networks pytorch
Language:Python 16
prasunroy / cnn-on-degraded-images
:large_blue_diamond: Effects of Degradations on Deep Neural Network Architectures.
capsule-networks convolutional-neural-networks deep-architectures image-degradation
Language:Python 16
ameliajimenez / capsule-networks-medical-data-challenges
"Capsule Networks against Medical Imaging Data Challenges" - LABELS@MICCAI 2018
capsule-networks medical-image-analysis data-challenges deep-learning data-augmentation medical-datasets mnist fashion-mnist capsnet classification tensorflow
Language:Python 15
gsarti / cancer-detection
Team Capybara final project "Histopathologic Cancer Detection" for the Statistical Machine Learning course @ University of Trieste
convolutional-neural-networks cancer-detection cancer university-project university-of-trieste data-science dssc capsule-network capsule-networks healthcare random-forest image-segmentation unsupervised-clustering
Language:Jupyter Notebook 9
JindongGu / GraCapsNet
A pytorch implementation of the AAAI2021 paper GraCapsNet: Interpretable Graph Capsule Networks for Object Recognition
attention capsule-networks
Language:Python 8
Officium / Capsules
CapsNet implementations with PyTorch.
capsule-networks matrix-capsules dynamic-routing-between-capsules pytorch em-routing capsnet
Language:Python 7
noureldinalaa / Capsule-Networks
Simply explain and implement Capsule Networks on MNIST dataset using Pytorch.
capsule-networks pytorch
Language:Jupyter Notebook 6
rhymesg / CapsNet
Tensorflow implementation of capsule network (CapsNet) for traffic prediction.
convolutional-neural-networks python tensorflow traffic capsule-networks
Language:Python 6
tanishqgautam / Capsule-Networks
Pytorch Implementation of Capsule Networks
capsule-network capsule-networks pytorch research-paper-implementation pytorch-tutorial instantiation-parameters
Language:Python 6
AahanSingh / Capsule-Networks
PyTorch Implementation of Capsule Networks
capsule-networks capsule-network capsule-nets pytorch pytorch-implmention deep-learning python-3 python
Language:Python 5
DanielLongo / CapsGAN
Capsule Network based GAN
gan capsule-discriminator capsule-generator capsule-networks
Language:Python 4
adi5krish / Deep-Learning-Python-Notebooks
Deep Learning Python Notebooks
python tensorflow convolutional-neural-networks deep-neural-networks capsule-networks recurrent-neural-networks jupyter-notebook asvspoof2019
Language:Jupyter Notebook 3
meet-minimalist / Capsule-Network
Tensorflow Implementation of Capsule Networks
capsule-networks tensorflow paper-implementations paper convolutional-neural-networks tensorflow-tutorials jupyter-notebooks
Language:Jupyter Notebook 3
TennisGazelle / CUDA-CapsuleNetwork-Methods
A clean, pure C++/CUDA implementation of Capsule Networks, no cuDNN, TF, Keras, or libraries.
neural-nets cuda capsule-networks gpu gpu-programming capsule-net slurm convolutional-neural-networks momentum-model multilayer-perceptron-network mlp-networks capsnet multithreading sequential parallel-programming
Language:C++ 3
abdulfatir / capsule-networks-pytorch
PyTorch implementation of Capsule Networks
deep-learning capsule-networks cifar-10 mnist fashion-mnist pytorch
Language:Python 2
EIDOSLAB / towards-efficient-capsule-networks
capsule-networks deep-learning
Language:Python 2
rajatha94 / capnet-GAN
Implementation of Capsule Network architecture in GANs using MNIST dataset
capsule-network capsule-neural-networks capsule-networks discriminator generator dcgan-tensorflow mnist-image-dataset gans gan generative-adversarial-networks dcgans
Language:Jupyter Notebook 2
SathyasriS27 / Automated-Crime-Detection
A crime detection and campus management system that helps in the detection, classification and subsequent mitigation of crimes occurring in a region of surveillance.
opencv video-classification 3d-cnn slow-fusion capsule-networks android computer-vision
Language:Jupyter Notebook 2
RickSanchezStoic / Brain-Tumor-Detection-Multilevel-Wavelet-CNN-and-Capsule
Brain Tumor Detection with the help of Multilevel Wavelet CNN and capsule networks.
machine-learning wavelet-transform cnn-for-visual-recognition capsule-networks
Language:Jupyter Notebook 1

capsule-networks

gram-ai / capsule-networks

sekwiatkowski / awesome-capsule-networks

loretoparisi / CapsNet

snknitin / DeepfakeCapsuleGAN

IBM / matrix-capsules-with-em-routing

uhh-lt / BlurbGenreCollection-HMC

Cheng-Lin-Li / SegCaps

gyang274 / capsulesEM

ShahinSHH / COVID-CAPS

ayyucekizrak / Kapsul-Aglari-ile-Isaret-Dili-Tanima

deeplearningturkiye / kapsul-agi-capsule-network

guglielmocamporese / cvaecaposr

javiermcebrian / glcapsnet

HopefulRational / DeepCaps-PyTorch

JaesungBae / Speech-Command-Recognition-with-Capsule-Network

jchen42703 / CapsNetsLASeg

Tensor46 / TensorMONK

lidq92 / pytorch-capsule-networks

prasunroy / cnn-on-degraded-images

ameliajimenez / capsule-networks-medical-data-challenges

gsarti / cancer-detection

JindongGu / GraCapsNet

Officium / Capsules

noureldinalaa / Capsule-Networks

rhymesg / CapsNet

tanishqgautam / Capsule-Networks

AahanSingh / Capsule-Networks

DanielLongo / CapsGAN

adi5krish / Deep-Learning-Python-Notebooks

meet-minimalist / Capsule-Network

TennisGazelle / CUDA-CapsuleNetwork-Methods

abdulfatir / capsule-networks-pytorch

EIDOSLAB / towards-efficient-capsule-networks

rajatha94 / capnet-GAN

SathyasriS27 / Automated-Crime-Detection

RickSanchezStoic / Brain-Tumor-Detection-Multilevel-Wavelet-CNN-and-Capsule