Smart City Gnosys
Smart city article details
| Title | Application Of Object Detection And Object Tracking Technology In Smart City |
|---|---|
| ID_Doc | 9956 |
| Authors | Wang Y.; Wang H. |
| Year | 2024 |
| Published | 2024 4th International Symposium on Computer Technology and Information Science, ISCTIS 2024 |
| DOI | http://dx.doi.org/10.1109/ISCTIS63324.2024.10698803 |
| Abstract | This paper discusses the problems of traffic congestion and intelligent governance of urban road traffic, deeply analyzes the principle of target detection technology and target tracking technology, and uses YOLOV7 and StrongSORT algorithm to realize the traffic flow monitoring system. In addition, target detection and target tracking of traffic flow monitoring in different time periods and different sections were carried out on pycharm platform, and effective measures for real-time road traffic flow monitoring and urban road traffic intelligent governance were proposed. © 2024 IEEE. |
| Author Keywords | StrongSORT; Target detection technology; target tracking technology; vehicle flow monitoring; YOLOV7 |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
45420  | 0.892 | Ping A.; Xue Y.; Yao B.; Xiao S.; Zhang X.; Li L. | Research On Improved Yolov7 Based Vehicle Speed And Traffic Flow Detection System | Frontiers in Artificial Intelligence and Applications, 373 (2023) |
| 50560 | 0.868 | Baiat Z.E.; Baydere S. | Smart City Traffic Monitoring:Yolov7 Transfer Learning Approach For Real-Time Vehicle Detection | 2023 International Conference on Smart Applications, Communications and Networking, SmartNets 2023 (2023) |
| 604 | 0.852 | Azmi N.; Kamarudin L.M.; Ali Yeon A.S.; Zakaria A.; Syed Zakaria S.M.M.; Visvanathan R.; Elham Alhim M.F.; Mao X.; Abdurrahman Zuhair M.S.; Chung W.-Y. | A Case Study: Deployment Of Real-Time Smart City Monitoring Using Yolov7 In Selangor Cyber Valley | Journal of Ambient Intelligence and Humanized Computing, 15, 12 (2024) |