Safety helmet detection using YOLO v8

K Patel, V Patel, V Prajapati, D Chauhan… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Ensuring safety in the workplace is crucial to the wellbeing of workers and the success of
organizations. One essential aspect of workplace safety is the use of safety helmets in …

A Novel Approach for PV Cell Fault Detection using YOLOv8 and Particle Swarm Optimization

QB Phan, TT Nguyen - 2023 IEEE 66th International Midwest …, 2023 - ieeexplore.ieee.org
This paper introduces a novel approach for detecting faults in photovoltaic (PV) cells. The
proposed method combines You Only Look Once version 8 (YOLOv8) and the Particle …

Post-Processing Algorithm for Workplace Safety Risk Monitoring System Based on Deep-Learning Models

G Jin, W Yan, C Ma, L Guan - 2023 7th International …, 2023 - ieeexplore.ieee.org
Surveillance cameras are ubiquitously used as a part of the safety risk monitoring system.
Powered by the artificial intelligence (AI) technologies, the system started to detect the …

Small Target Helmet Wearing Detection Algorithm Based on Improved YOLO V5

J Hu, J Li, Q Zhang - … of Pioneering Computer Scientists, Engineers and …, 2023 - Springer
To solve problems such as the low detection accuracy of helmet wearing, missing detection
and poor real-time performance of embedded equipment in the scene of remote and small …

An improved safety helmet detection algorithm based on YOLOv8

D Wan, L Deng, J Dong, H Liu… - 2024 IEEE 4th …, 2024 - ieeexplore.ieee.org
Safety helmets are very important for the life safety of operators in construction sites, mines
and other high-risk operating environments. Therefore, based on the YOLOv8 framework …

An Overview of YOLO-Based Helmet Detection: Modifications and Advancements

S Al Mokdad, MA Talib… - … on Imaging, Signal …, 2024 - ieeexplore.ieee.org
Small objects detection is a major challenge in computer vision and one well-known
example of this is helmet detection. Helmets have a small size, which limits typical YOLO …

HWD-YOLO: A New Vision-Based Helmet Wearing Detection Method.

L Sun, H Li, L Wang - Computers, Materials & Continua, 2024 - search.ebscohost.com
It is crucial to ensure workers wear safety helmets when working at a workplace with a high
risk of safety accidents, such as construction sites and mine tunnels. Although existing …

A Human Motion Detection Algorithm Based on Improved YOLOv5s and ST-GCN

Y Ma, X Wu, H Lian, Y Gao, J Wang… - 2024 36th Chinese …, 2024 - ieeexplore.ieee.org
Aiming at the problem that existing human motion detection algorithms have low recognition
accuracy on complex backgrounds, this paper proposes a human action recognition …

Research on Safety Belt Wearing Detection Algorithm based on Artificial Intelligence Working at Altitude

Y Xiang, Y Yang, J Sun, Y Guo… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Under the call of the corresponding country, urban construction has been attached
importance. The following is the safety of construction workers, safety helmet, safety belt …

YOLOv8 Complex Scene Helmet Detection Based on Lightweight Improvement

J Bai, W Chen, C Zhang, Y Zhou - 2024 4th International …, 2024 - ieeexplore.ieee.org
Wearing helmets has been a mandatory guideline for construction sites, mining, drilling and
other fields. For different complex scenes, there is a wide demand for efficient and accurate …