Malaysian Sign Language (MSL) Detection: Comparison of YOLOv5 and CNN
In addressing the underrepresentation of Malaysian Sign Language (MSL) in sign language detection research, this study evaluates the performance of deep learning models on an MSL dataset to achieve high accuracy, precision, and recall for hand gesture detection and translation. Methodologically, the...
Published in: | 2024 IEEE 15th Control and System Graduate Research Colloquium, ICSGRC 2024 - Conference Proceeding |
---|---|
Main Author: | Halim A.H.A.; Rahim A.A.A.; Rozaini N.A.; Hassan S.L.M.; Halim I.S.A.; Abdullah N.E. |
Format: | Conference paper |
Language: | English |
Published: |
Institute of Electrical and Electronics Engineers Inc.
2024
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85206654199&doi=10.1109%2fICSGRC62081.2024.10691273&partnerID=40&md5=d5dd698c8fe1ee71d1ff2e389aa1c212 |
Similar Items
-
CSSD-YOLO: A Modified YOLOv5 Method for Solder Joint Defect Detection
by: Ang L.; Hamzah R.; Rahim S.K.N.A.; Yousheng G.; Samah K.A.F.A.
Published: (2023) -
Motion Detection System for Recognition of Early Sign of Depression
by: Aliza Ya'Kob N.A.; Mohamed Farook R.S.; Abdul Halim A.H.; Muhammad Fadzil M.F.; Abdul Rejab M.R.; Elias S.J.
Published: (2022) -
Object Detection: Harmful Weapons Detection Using YOLOv4
by: Afandi W.E.I.B.W.N.; Isa N.M.
Published: (2021) -
Detection of power distribution fault in thermal images using CNN
by: Ishak N.H.; Halim M.A.I.; Isa I.S.
Published: (2023) -
Lightweight White Blood Cells Detection Using Fusion of YOLOv5 and Attention Model
by: Rohaziat N.; Tomari M.R.M.; Zakaria W.N.W.; Das D.
Published: (2025)