Hardhat-YOLO: A YOLOv5-based Lightweight Hardhat-Wearing Detection Algorithm in Substation Sites

QR Code

Hardhat-YOLO: A YOLOv5-based Lightweight Hardhat-Wearing Detection Algorithm in Substation Sites

Accidents at substation sites have occurred frequently in recent years due to workers violating power safety regulations by not wearing hardhats. Therefore, it is necessary to provide real-time warnings when detecting workers without hardhats. Nevertheless, the deployment of deep learning-based algo...

Full description

Bibliographic Details
Published in:	International Journal of Advanced Computer Science and Applications
Main Author:	Luo W.; Yassin A.I.M.; Shariff K.K.M.; Raju R.
Format:	Article
Language:	English
Published:	Science and Information Organization 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195077787&doi=10.14569%2fIJACSA.2024.0150534&partnerID=40&md5=aa4db10df23f35a067d3f46c379a4706

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)

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)

Malaysian Sign Language (MSL) Detection: Comparison of YOLOv5 and CNN
by: Halim A.H.A.; Rahim A.A.A.; Rozaini N.A.; Hassan S.L.M.; Halim I.S.A.; Abdullah N.E.
Published: (2024)

YOLO Algorithm with Hybrid Attention Feature Pyramid Network for Solder Joint Defect Detection
by: Li A.; Hamzah R.; Khatijah Nor Abdul Rahim S.; Gao Y.
Published: (2024)

Human Detection from Drone using You Only Look Once (YOLOv5) for Search and Rescue Operation
by: Zaman F.H.K.; Tahir N.M.; Yusoff Y.M.; Thamrin N.M.; Hasmi A.H.
Published: (2023)

Utilising the YOLOv3 Algorithm for the Student Posture Recognition System in Classroom Settings
by: Nazaruddin M.N.Z.; Afirdaus Zainal Abidin N.; Aminuddin R.; Samah K.A.F.A.; Ibrahim A.Z.M.; Yusoh S.D.; Mangshor N.N.A.; Nasir S.D.N.M.
Published: (2023)

Object Detection: Harmful Weapons Detection Using YOLOv4
by: Afandi W.E.I.B.W.N.; Isa N.M.
Published: (2021)

YOLO and residual network for colorectal cancer cell detection and counting
by: Haq, et al.
Published: (2024)

YOLO and residual network for colorectal cancer cell detection and counting
by: Haq I.; Mazhar T.; Asif R.N.; Ghadi Y.Y.; Ullah N.; Khan M.A.; Al-Rasheed A.
Published: (2024)

Object Detection for Autonomous Vehicles with Sensor-based Technology Using YOLO
by: Dazlee N.M.A.A.; Khalil S.A.; Abdul-Rahman S.; Mutalib S.
Published: (2022)

Preliminary study of the dual power source system for 11kV manufacturing substation's battery charger
by: Anuar P.F.B.F.; Ahmad N.; Pirdaus N.A.
Published: (2023)

Load forecasting analysis for estimating transformer capacity of Karangkates Substations using Holt-Winters method in Python
by: Rahmawati Y.; Kaki G.P.M.L.; Aripriharta; Sujito; Afandi A.N.; Wibawa A.P.; Purwatiningsih A.; Bagaskoro M.C.; Omar S.; Rosmin N.
Published: (2024)

Comparing modified Yolo V5 and Faster Regional Convolutional Neural Network performance for Recycle Waste Classification
by: Hamzah R.; Ang L.; Roslan R.; Ibrahim Teo N.H.; Abdul Samad K.; Fariza Abu Samah K.A.
Published: (2024)

Pavement Crack Detection from UAV Images Using YOLOv4
by: Mahmud M.N.; Sabri N.N.N.A.; Osman M.K.; Ismail A.P.; Mohamad F.A.; Idris M.; Sulaiman S.N.; Saad Z.; Ibrahim A.; Rabiain A.H.
Published: (2023)

Crack Detection on Asphalt Road in Malaysia using UAV Images and YOLOv4
by: Mahmud M.N.; Osman M.K.; Ismail A.P.; Ahmad F.; Ahmad K.A.; Ibrahim A.; Rabiani A.H.
Published: (2024)

Acne Type Recognition for Mobile-Based Application Using YOLO
by: Isa N.A.M.; Mangshor N.N.A.
Published: (2021)

Recycle Waste Detection and Classification Model Using YOLO-V8 for Real-time Waste Management
by: Rastari M.A.M.; Roslan R.; Hamzah R.; Ibrahim Teo N.H.; Shahbudin F.E.; Samah K.A.F.A.
Published: (2024)

Tool wear investigation in drilling titanium alloy
by: Siregar I.; Saedon J.B.; Adenan M.S.; Nor N.M.; Azmi M.F.M.; Jamaludin M.H.B.
Published: (2019)

Lightweight Generative Adversarial Network Fundus Image Synthesis
by: Aziz N.A.; Sulaiman M.A.H.; Zabidi A.; Yassin I.M.; Ali M.S.A.M.; Rizman Z.I.
Published: (2022)

CRC20: Multidisciplinary Management of Anterior Tooth Wear
by: Mahmud M.
Published: (2018)

Automated Wood Surface Defects Recognition System Using Yolov4-tiny Model
by: Musa A.M.B.; Momin M.A.; Khairuddin A.S.M.; Khairuddin U.; Ahmad A.; Rosli N.R.
Published: (2023)

A Recyclable Waste Image Recognition System with YOLOv8 for Children's Environmental Education
by: Zambri A.F.; Abdul-Rahman S.; Mohd Sabri N.; Mutalib S.
Published: (2024)

VIDEO CAMERA TECHNOLOGY FOR VEHICLE COUNTING IN TRAFFIC CENSUS: ISSUES, STRATEGIES AND OPPORTUNITIES
by: Shariff K.K.M.; Ali M.Q.Z.M.; Jahidin A.H.; Ali M.S.A.M.; Yassin A.I.M.
Published: (2023)

Abrasive wear behavior of CNT-filled unidirectional kenaf-epoxy composites
by: Sapiai N.; Jumahat A.; Jawaid M.; Santulli C.
Published: (2021)

Compressive and wear resistance of alumina reinforced Fe-Cr matrix composites
by: Shamsuddin S.; Shamsul B.J.; Hussain Z.; Zainal A.A.
Published: (2013)

Small but Diverse SEM Image Dataset: Impact of Image Augmentation on the Performance of AlexNet
by: Shariff K.K.M.; Abdullah N.E.; Al-Misreb A.A.; Jahidin A.H.; Ali M.S.A.M.; Yassin A.I.M.
Published: (2023)

Profiling of Aedes Mosquito Breeding Sites at Residential Construction Sites in Malaysia
by: Wan W.N.F.; Dom N.C.; Dapari R.; Abdullah S.; Agyemang-Badu S.Y.
Published: (2023)

Pothole Sensing and Analysis with Doppler Audio Signal Spectrum Employing Machine Learning Algorithms
by: Zainuddin S.; Ismail M.A.D.; Nasir H.M.; Rashid N.E.A.; Shariff K.K.M.; Abidin I.Z.
Published: (2024)

Heart Disease Detection using Iridology with ANN
by: Raju R.; Mokhtar N.S.; Yassin I.M.; Sangaran S.; Yasin S.N.S.; Ishak S.N.H.
Published: (2022)

A methodology for facial measurement towards the establishment of ready-to-wear hijab sizing
by: Abd. Latiff N.S.; Yusof N.
Published: (2016)

Changes in organisation of instep kicking as a function of wearing compression and textured materials
by: Hasan H.; Davids K.; Chow J.Y.; Kerr G.
Published: (2017)

Yoga sportswear design, functional attributes and wear comfort properties: a review
by: Azli N.N.M.; Misnon M.I.; Ibrahim N.; Ismail S.I.
Published: (2023)

Wear Properties of Nanoclay Filled Epoxy Polymers and Fiber Reinforced Hybrid Composites
by: Jumahat A.; Talib A.A.A.; Abdullah A.
Published: (2016)

A Real-Time System for Monitoring Student Drowsiness in the Classroom Using the Deep Learning Model YOLOv8
by: Hamidi N.H.H.M.; Abidin N.A.Z.; Aminuddin R.; Sheng C.C.; Samah K.A.F.A.; Nasir S.D.N.M.
Published: (2024)

A Comparison of Lightweight Communication Protocols in Robotic Applications
by: Amaran M.H.; Noh N.A.M.; Rohmad M.S.; Hashim H.
Published: (2015)

Strength behavior of lightweight concrete reinforced with coconut coir
by: Krishta T.; Rosli N.J.; Sivaraos; Sivakumar S.
Published: (2024)

Effect of substrate's surface roughness on corrosion and wear rate of Ni-GO nanocomposite coating
by: Yussoff, et al.
Published: (2024)

Effect of green thickener and additive on friction and wear performance of palm ester bio-grease
by: Razak I.H.A.; Ahmad M.A.; Azizan M.A.
Published: (2024)

Effect of green thickener and additive on friction and wear performance of palm ester bio-grease
by: Razak, et al.
Published: (2024)

Fault Detection and Diagnosis in Photovoltaic Systems Using Decision Tree Method
by: Ridzuan N.M.; Shariff K.K.M.; Muhammad N.
Published: (2024)