[HTML][HTML] Lightweight vehicle detection based on improved YOLOv5s

Y Wang, S Xu, P Wang, K Li, Z Song, Q Zheng, Y Li… - Sensors, 2024 - mdpi.com
A vehicle detection algorithm is an indispensable component of intelligent traffic
management and control systems, influencing the efficiency and functionality of the system …

Vehicle Detector Based on Improved YOLOv5 Architecture for Traffic Management and Control Systems

DL Nguyen, XT Vo, A Priadana… - IECON 2023-49th Annual …, 2023 - ieeexplore.ieee.org
Vehicle detection is an important module in traffic management and control systems. These
systems require compactness, mobility, and high accuracy when deployed in a real-time …

Real-time vehicle detection algorithm based on a lightweight You-Only-Look-Once (YOLOv5n-L) approach

M Bie, Y Liu, G Li, J Hong, J Li - Expert Systems with Applications, 2023 - Elsevier
A vehicle detection algorithm is of great significance for automatic driving technology.
Current vehicle detection algorithms suffer from the complex structure, high configuration of …

[PDF][PDF] Vehicle Detector Based on YOLOv5 Architecture for Traffic Management and Control Systems

DL Nguyen, XT Vo, A Priadana, KH Jo - Small - islab.ulsan.ac.kr
Vehicle detection is an important module in traffic management and control systems. These
systems require compactness, mobility, and high accuracy when deployed in a real-time …

An improved YOLOv7 method for vehicle detection in traffic scenes

Y Wang, Y Tian, J Cheng, X Meng… - 2023 35th Chinese …, 2023 - ieeexplore.ieee.org
Vehicle target detection is a key task in intelligent traffic management and has important
significance for the construction of intelligent transportation systems. To address the problem …

[HTML][HTML] A lightweight vehicle detection method fusing GSConv and coordinate attention mechanism

D Huang, Y Tu, Z Zhang, Z Ye - Sensors, 2024 - mdpi.com
Aiming at the problems of target detection models in traffic scenarios including a large
number of parameters, heavy computational burden, and high application cost, this paper …

A lightweight vehicles detection network model based on YOLOv5

X Dong, S Yan, C Duan - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
Vehicle detection technology is of great significance for realizing automatic monitoring and
AI-assisted driving systems. The state-of-the-art object detection method, namely, a class of …

Vehicle Detection Algorithm Based on Improved YOLOv8 in Traffic Surveillance.

Z Fei, GUO Dudu, W Yang… - Journal of …, 2024 - search.ebscohost.com
To address the current problems of insufficient vehicle detection accuracy and slow
detection speed in complex traffic monitoring scenarios, a lightweight vehicle detection …

Vehicle detection algorithm for highway driving scenarios

S Zhang, J Ge - Fifth International Conference on Artificial …, 2023 - spiedigitallibrary.org
Detecting vehicles is a crucial task in autonomous driving systems for highways. However,
current detection algorithms used in such scenarios may face issues such as overlooking or …

YOLO-CCS: Vehicle Detection Algorithm Based on Coordinate Attention Mechanism

Y Li, M Zhang, C Zhang, H Liang, P Li - Digital Signal Processing, 2024 - Elsevier
Accurate and fast vehicle detection is a key factor in the field of intelligent transportation. To
solve the problems such as low recognition accuracy, slow detection speed, and poor …