EGS-YOLO: A Fast and Reliable Safety Helmet Detection Method Modified Based on YOLOv7
Wearing safety helmets at construction sites is a major measure to prevent safety accidents, so it is essential to supervise and ensure that workers wear safety helmets. This requires a high degree of real-time performance. We improved the network structure based on YOLOv7. To enhance real-time perf...
| Published in: | Applied Sciences |
|---|---|
| Main Authors: | Jianfeng Han, Zhiwei Li, Guoqing Cui, Jingxuan Zhao |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-09-01
|
| Subjects: | |
| Online Access: | https://www.mdpi.com/2076-3417/14/17/7923 |
Similar Items
Helmet-Wearing Tracking Detection Based on StrongSORT
by: Fufang Li, et al.
Published: (2023-02-01)
by: Fufang Li, et al.
Published: (2023-02-01)
YOLO-Helmet: A Novel Algorithm for Detecting Dense Small Safety Helmets in Construction Scenes
by: Guoliang Yang, et al.
Published: (2024-01-01)
by: Guoliang Yang, et al.
Published: (2024-01-01)
Surface defect detection of steel based on improved YOLOv5 algorithm
by: Yiwen Jiang
Published: (2023-11-01)
by: Yiwen Jiang
Published: (2023-11-01)
Plant Disease Recognition Model Based on Improved YOLOv5
by: Zhaoyi Chen, et al.
Published: (2022-01-01)
by: Zhaoyi Chen, et al.
Published: (2022-01-01)
PFW-YOLO Lightweight Helmet Detection Algorithm
by: Yue Hong, et al.
Published: (2025-01-01)
by: Yue Hong, et al.
Published: (2025-01-01)
Algorithm for Crop Disease Detection Based on Channel Attention Mechanism and Lightweight Up-Sampling Operator
by: Wei Chen, et al.
Published: (2024-01-01)
by: Wei Chen, et al.
Published: (2024-01-01)
Yolov5s-PSG: Improved Yolov5s-Based Helmet Recognition in Complex Scenes
by: Yi Li, et al.
Published: (2025-01-01)
by: Yi Li, et al.
Published: (2025-01-01)
Helmet detection method based on improved YOLOv5
by: Gongyu HOU, et al.
Published: (2024-02-01)
by: Gongyu HOU, et al.
Published: (2024-02-01)
Helmet Wearing State Detection Based on Improved Yolov5s
by: Yi-Jia Zhang, et al.
Published: (2022-12-01)
by: Yi-Jia Zhang, et al.
Published: (2022-12-01)
YOLOv7-WFD: A Novel Convolutional Neural Network Model for Helmet Detection in High-Risk Workplaces
by: Jianjun Chen, et al.
Published: (2023-01-01)
by: Jianjun Chen, et al.
Published: (2023-01-01)
Safety Helmet Wearing Detection Model Based on Improved YOLO-M
by: Lili Wang, et al.
Published: (2023-01-01)
by: Lili Wang, et al.
Published: (2023-01-01)
Fast Helmet and License Plate Detection Based on Lightweight YOLOv5
by: Chenyang Wei, et al.
Published: (2023-04-01)
by: Chenyang Wei, et al.
Published: (2023-04-01)
A Highly Robust Helmet Detection Algorithm Based on YOLO V8 and Transformer
by: Liang Cheng
Published: (2024-01-01)
by: Liang Cheng
Published: (2024-01-01)
LSH-YOLO: A Lightweight Algorithm for Helmet-Wear Detection
by: Zhao Liu, et al.
Published: (2025-08-01)
by: Zhao Liu, et al.
Published: (2025-08-01)
Detection algorithm for wearing safety helmet under mine based on improved YOLOv5s
by: Yuanbin WANG, et al.
Published: (2025-06-01)
by: Yuanbin WANG, et al.
Published: (2025-06-01)
Research on Underwater Small Target Detection Algorithm Based on Improved YOLOv7
by: Weiguo Yi, et al.
Published: (2023-01-01)
by: Weiguo Yi, et al.
Published: (2023-01-01)
Surface Defect Detection Algorithm for Wind Turbine Blades Based on HSCA-YOLOv7
by: Bing LI, et al.
Published: (2023-08-01)
by: Bing LI, et al.
Published: (2023-08-01)
A YOLOv8 algorithm for safety helmet wearing detection in complex environment
by: Chunning Song, et al.
Published: (2025-07-01)
by: Chunning Song, et al.
Published: (2025-07-01)
Defect Identification of Adhesive Structure Based on DCGAN and YOLOv5
by: Yong Jin, et al.
Published: (2022-01-01)
by: Yong Jin, et al.
Published: (2022-01-01)
Research on application of helmet wearing detection improved by YOLOv4 algorithm
by: Haoyang Yu, et al.
Published: (2023-03-01)
by: Haoyang Yu, et al.
Published: (2023-03-01)
Safety Helmet Detection Based on Improved YOLOv8
by: Bingyan Lin
Published: (2024-01-01)
by: Bingyan Lin
Published: (2024-01-01)
DS-YOLOv5: A real-time detection and recognition model for helmet wearing
by: Peirui BAI, et al.
Published: (2023-12-01)
by: Peirui BAI, et al.
Published: (2023-12-01)
Yolo Based Defects Detection Algorithm for EL in PV Modules with Focal and Efficient IoU Loss
by: Shen Ding, et al.
Published: (2024-08-01)
by: Shen Ding, et al.
Published: (2024-08-01)
SGN-YOLO: Detecting Wood Defects with Improved YOLOv5 Based on Semi-Global Network
by: Wei Meng, et al.
Published: (2023-10-01)
by: Wei Meng, et al.
Published: (2023-10-01)
MCA-YOLOV5-Light: A Faster, Stronger and Lighter Algorithm for Helmet-Wearing Detection
by: Cheng Sun, et al.
Published: (2022-09-01)
by: Cheng Sun, et al.
Published: (2022-09-01)
An Improved YOLOv5s-Based Helmet Recognition Method for Electric Bikes
by: Bingqiang Huang, et al.
Published: (2023-07-01)
by: Bingqiang Huang, et al.
Published: (2023-07-01)
Pedestrian detection method based on improved YOLOv5
by: Shangtao You, et al.
Published: (2024-12-01)
by: Shangtao You, et al.
Published: (2024-12-01)
An improved YOLOv8 safety helmet wearing detection network
by: Xudong Song, et al.
Published: (2024-07-01)
by: Xudong Song, et al.
Published: (2024-07-01)
Lightweight Helmet Detection Algorithm Using an Improved YOLOv4
by: Junhua Chen, et al.
Published: (2023-01-01)
by: Junhua Chen, et al.
Published: (2023-01-01)
SDCB-YOLO: A High-Precision Model for Detecting Safety Helmets and Reflective Clothing in Complex Environments
by: Xiang Yang, et al.
Published: (2024-08-01)
by: Xiang Yang, et al.
Published: (2024-08-01)
Surface Defect Detection of Rolled Steel Based on Lightweight Model
by: Shunyong Zhou, et al.
Published: (2022-09-01)
by: Shunyong Zhou, et al.
Published: (2022-09-01)
Longitudinal Tear Detection of Conveyor Belt Based on Improved YOLOv7
by: Yimin Wang, et al.
Published: (2024-01-01)
by: Yimin Wang, et al.
Published: (2024-01-01)
Detection Method for Safety Helmet Wearing on Construction Sites Based on UAV Images and YOLOv8
by: Xin Jiao, et al.
Published: (2025-01-01)
by: Xin Jiao, et al.
Published: (2025-01-01)
Research on Road Object Detection Model Based on YOLOv4 of Autonomous Vehicle
by: Penghui Wang, et al.
Published: (2024-01-01)
by: Penghui Wang, et al.
Published: (2024-01-01)
PRE-YOLO: A Lightweight Model for Detecting Helmet-Wearing of Electric Vehicle Riders on Complex Traffic Roads
by: Xiang Yang, et al.
Published: (2024-08-01)
by: Xiang Yang, et al.
Published: (2024-08-01)
Research on Mine-Personnel Helmet Detection Based on Multi-Strategy-Improved YOLOv11
by: Lei Zhang, et al.
Published: (2024-12-01)
by: Lei Zhang, et al.
Published: (2024-12-01)
YOLOv8s-SNC: An Improved Safety-Helmet-Wearing Detection Algorithm Based on YOLOv8
by: Daguang Han, et al.
Published: (2024-12-01)
by: Daguang Han, et al.
Published: (2024-12-01)
LG-YOLOv8: A Lightweight Safety Helmet Detection Algorithm Combined with Feature Enhancement
by: Zhipeng Fan, et al.
Published: (2024-11-01)
by: Zhipeng Fan, et al.
Published: (2024-11-01)
Research on Apple Detection and Tracking Count in Complex Scenes Based on the Improved YOLOv7-Tiny-PDE
by: Dongxuan Cao, et al.
Published: (2025-02-01)
by: Dongxuan Cao, et al.
Published: (2025-02-01)
Improved YOLOv5s Algorithm for Small Target Detection in UAV Aerial Photography
by: Shixin Li, et al.
Published: (2024-01-01)
by: Shixin Li, et al.
Published: (2024-01-01)
Similar Items
-
Helmet-Wearing Tracking Detection Based on StrongSORT
by: Fufang Li, et al.
Published: (2023-02-01) -
YOLO-Helmet: A Novel Algorithm for Detecting Dense Small Safety Helmets in Construction Scenes
by: Guoliang Yang, et al.
Published: (2024-01-01) -
Surface defect detection of steel based on improved YOLOv5 algorithm
by: Yiwen Jiang
Published: (2023-11-01) -
Plant Disease Recognition Model Based on Improved YOLOv5
by: Zhaoyi Chen, et al.
Published: (2022-01-01) -
PFW-YOLO Lightweight Helmet Detection Algorithm
by: Yue Hong, et al.
Published: (2025-01-01)
