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sign_language_datasets's Introduction

Sign Language Dataset Repository

This repository is dedicated to collecting various datasets related to sign language recognition and translation. It aims to provide a centralized resource for researchers, developers, and enthusiasts working on sign language recognition and translation technologies.

Datasets Included

Isolated sign language recognition datasets

Dataset Download Link Paper Link Type Length Size Country
WLASL link link RGB 2,000 words America
MSASL link RGB 25,000 videos
NMFs-CSL link link RGB 1,067 words China
SLR500 link RGB & Depth & Skeleton 500 categories China
Slovo link link RGB 20400 videos 16 GB Russia
BOBSL link link RGB England
27 Class Sign Language Dataset link link RGB 1G America
AUTSL link RGB & depth & skeleton 38,336 videos
BosphorusSign22k link link RGB & Depth & Skeleton 22,542 videos England
GSL link link RGB & Depth Greece
LSA16 link link RGB 800 images Argentina
LSA64 link RGB 3200 videos Argentina
Rendered Handpose Dataset link link RGB &Depth & Segmentation masks 43986 samples 7.1G Argentina
YouTube-ASL link link RGB 11,093 videos America
LSFB-ISOL link RGB Belgium
ASLLVD link RGB 3,300 videos America
AASL link link RGB 7,857 images 5G Arabic
KArSL link link RGB & Depth & Skeleton 75,300 videos Arabic
BdSLImset link link RGB 4,000,000 images Bangladesh
HaGRID link link RGB 554,800 images 723GB Bangladesh

Continue sign language recognition datasets

Dataset Download Link Paper Link Type Length Size Country
Phoenix-2014 link link RGB 386 editions 53GB German
Phoenix-2014T link link RGB 386 editions 39GB German
GSL link link RGB & Depth Greece
ASLG-PC12 link link RGB 24002570 sentences America
LSFB-CONT link RGB Belgium

Sign language translation datasets

Dataset Download Link Paper Link Type Length Size Country
Phoenix-2014T link link RGB 386 editions 39GB German
BOBSL link link RGB 1,940 episodes England
CSL-Daily link link RGB China
OpenASL link link RGB England
How2Sign link link RGB England
GSL link link RGB & Depth Greece
Content4All link RGB
ISLTranslate link link RGB India

License

The datasets included in this repository are subject to their respective licenses. Please refer to the individual dataset directories for more information.

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