All Projects → amorim-cleison → st-gcn-sl

amorim-cleison / st-gcn-sl

Licence: other
Spatial Temporal Graph Convolutional Networks for Sign Language (ST-GCN-SL) Recognition

Programming Languages

python
139335 projects - #7 most used programming language
shell
77523 projects

Projects that are alternatives of or similar to st-gcn-sl

Graph Neural Net
Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop
Stars: ✭ 27 (+50%)
Mutual labels:  gcn
GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks.
Stars: ✭ 505 (+2705.56%)
Mutual labels:  gcn
PDN
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
Stars: ✭ 44 (+144.44%)
Mutual labels:  gcn
SignLanguageRecognition
Real-time Recognition of german sign language (DGS) with MediaPipe
Stars: ✭ 77 (+327.78%)
Mutual labels:  sign-language-recognition
GaitGraph
Official repository for "GaitGraph: Graph Convolutional Network for Skeleton-Based Gait Recognition" (ICIP'21)
Stars: ✭ 68 (+277.78%)
Mutual labels:  gcn
RandomX OpenCL
RandomX OpenCL implementation
Stars: ✭ 26 (+44.44%)
Mutual labels:  gcn
MSRGCN
Official implementation of MSR-GCN (ICCV2021 paper)
Stars: ✭ 42 (+133.33%)
Mutual labels:  gcn
LibAUC
An End-to-End Machine Learning Library to Optimize AUC (AUROC, AUPRC).
Stars: ✭ 115 (+538.89%)
Mutual labels:  gcn
BGCN
A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).
Stars: ✭ 129 (+616.67%)
Mutual labels:  gcn
DGL Chinese Manual
This is the Chinese manual of the graph neural network library DGL, currently contains the User Guide.
Stars: ✭ 61 (+238.89%)
Mutual labels:  gcn
BCNet
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
Stars: ✭ 434 (+2311.11%)
Mutual labels:  gcn
Patch-GCN
Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
Stars: ✭ 63 (+250%)
Mutual labels:  gcn
resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.
Stars: ✭ 19 (+5.56%)
Mutual labels:  gcn
Sign-Language-Recogination
Final Year Project serving the sign language translator with custom made capability
Stars: ✭ 21 (+16.67%)
Mutual labels:  sign-language-recognition
kGCN
A graph-based deep learning framework for life science
Stars: ✭ 91 (+405.56%)
Mutual labels:  gcn
L2-GCN
[CVPR 2020] L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks
Stars: ✭ 26 (+44.44%)
Mutual labels:  gcn
TDRG
Transformer-based Dual Relation Graph for Multi-label Image Recognition. ICCV 2021
Stars: ✭ 32 (+77.78%)
Mutual labels:  gcn
Sign-Language-and-Static-gesture-recognition-using-sklearn
A Machine Learning pipeline that performs hand localization and static-gesture recognition built using the scikit learn and scikit image libraries
Stars: ✭ 64 (+255.56%)
Mutual labels:  sign-language-recognition
Literatures-on-GNN-Acceleration
A reading list for deep graph learning acceleration.
Stars: ✭ 50 (+177.78%)
Mutual labels:  gcn
Representation Learning on Graphs with Jumping Knowledge Networks
Representation Learning on Graphs with Jumping Knowledge Networks
Stars: ✭ 31 (+72.22%)
Mutual labels:  gcn

Spatial Temporal Graph Convolutional Networks for Sign Language (ST-GCN-SL) Recognition

The work in this repository is described in the paper Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition, available in the links below:

[ST-GCN-SL Preprint]

[ST-GCN-SL Final Paper]

This repository is a fork of the original repository available at the URL below, which is the codebase for the paper Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan, Yuanjun Xiong and Dahua Lin, AAAI 2018.

[ST-GCN Github Repository]

[ST-GCN Arxiv Preprint]

ST-GCN-SL

Main project of Spatial Temporal Graph Convolutional Networks for Sign Language (ST-GCN-SL)

st-gcn/

You can download the pre-trained weights through the link

[Pre-trained Weights]

ASLLVD-Skeleton-Preproc

Project containing source code for ASLLVD dataset preprocessing

asllvd-skeleton-preproc/

Log Reader

Auxiliary project for reading the ST-GCN logs

log-reader/

Contact

For any question, feel free to contact

Cleison Amorim  : [email protected]
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].