JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH)
Vol 4 No 4 (2023): Juli 2023

Safety Helmet Detection on Field Project Worker Using Detection Transformer

Muhammad Rayhan Subhi (Telkom University, Bandung)
Ema Rachmawati (Telkom Univesity)
Gamma Kosala (Telkom University, Bandung)



Article Info

Publish Date
31 Jul 2023

Abstract

There have been many cases of work accidents caused by not complying with safety standards at work, especially in the use of safety helmets. This study is able to make regular observations in identifying project personnel using safety helmets at work, this aims to reduce the risk of accidents at work, namely in the use of helmet attributes at work. Some previous studies, have proposed the use of image detection-based models using the Detection Transformer (DeTr) method for obtaining object detection, group prediction, and combining methods, using the Intersection over Union (IoU) method for obtaining object detection results, to achieve the best performance, namely to get convergence results. Based on the combination of these two methods, the results value of average IoU is 0.50 from 500 identified project personnel data were obtained.

Copyrights © 2023






Journal Info

Abbrev

josh

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management

Description

Artikel yang dimuat melalui proses Blind Review oleh Jurnal JOSH, dengan mempertimbangkan antara lain: terpenuhinya persyaratan baku publikasi jurnal, metodologi riset yang digunakan, dan signifikansi kontribusi hasil riset terhadap pengembangan keilmuan bidang teknologi dan informasi. Fokus Journal ...