KArSL is a multi-modality dataset
All KArSL signs are available in three modalities: RGB, depth, and skeleton joint points.
KArSL is the largest video dataset for Word-Level Arabic sign language (ArSL). The database consists of 502 isolated sign words collected using Microsoft Kinect V2. Each sign of the database is performed by three professional signers. Each signer repeated each sign 50 times which resulted in a total of 75,300 samples of the whole database (502 x 3 x 50).
read more KArSL database consists of 502 sign words constituting the sign words of eleven chapters of ArSL dictionary (Letters, Numbers, Health, Common verbs, Family, Characteristics, Directions and places, Social relationships, In house, Religion, and Jobs and professions).
Each sign of the database is performed by three professional signers. Each signer repeated each sign 50 times which resulted in a total of 75,300 samples of the whole database (502 x 3 x 50).
All signs are available in three modalities: RGB, depth, and skeleton joint points.
All KArSL signs are available in three modalities: RGB, depth, and skeleton joint points.
If you use KArSL dataset, we kindly ask you to cite KArSL: Arabic Sign Language Database paper:
@article{sidig2021karsl,
title={KArSL: Arabic Sign Language Database},
author={Sidig, Ala Addin I and Luqman, Hamzah and Mahmoud, Sabri and Mohandes, Mohamed},
journal={ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)},
volume={20},
number={1},
pages={1--19},
year={2021},
publisher={ACM New York, NY, USA}
}
Another useful paper that contains results on 502 signs of KArSL dataset:
@article{luqman2022efficient,
title={
An Efficient Two-Stream Network for Isolated Sign Language Recognition Using Accumulative Video Motion
},
author={
Luqman, Hamzah
},
journal={IEEE Access},
volume={10},
pages={93785--93798},
year={2022},
publisher={IEEE}
}
KArSL-100 dataset consists of 100 dynamic signs of KArSL dataset (from signID 0071 to 0170). Please follow the links below to download it:
To download the raw video files of this dataset, please follow this link.
KArSL-190 dataset consists of 190 static and dynamic signs of KArSL dataset (from signID 0001 to 0190). Please follow the links below to download it:
To download the raw video files of this dataset, please follow this link.
KArSL-502 dataset consists of 502 static and dynamic signs (whole KArSL dataset signs) (from signID 0001 to 0502). Please follow the links below to download it:
To download the raw video files of this dataset, please follow this link.
For any inquiries about the KArSL dataset, please contact Hamzah Luqman ( hluqman@kfupm.edu.sa)