Lightweight Road Damage Detection Method Based on Improved YOLOv8

被引：0
|
作者：
Xu, Tiefeng [1 ]
Huang, He [1 ,2 ]
Zhang, Hongmin [1 ]
Niu, Xiaofu [1 ]
机构：
[1] School of Electrical and Electronic Engineering, Chongqing University of Technology, Chongqing,400054, China
[2] China Merchants Chongqing Transportation Research and Design Institute Limited, Chongqing,400000, China
来源：
Computer Engineering and Applications | / 60卷 / 14期
关键词：
Complex scenes - Detection models - Feature information - Input features - Lightweight - Model pruning - Modeling parameters - Road damage - Road damage detection - YOLOv8n;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
29
引用
收藏
页码：175 / 186
相关论文
共 50 条
  • [21] EDGS-YOLOv8: An Improved YOLOv8 Lightweight UAV Detection Model
    Huang, Min
    Mi, Wenkai
    Wang, Yuming
    DRONES, 2024, 8 (07)
  • [22] Improved lightweight road damage detection based on YOLOv5
    Liu, Chang
    Sun, Yu
    Chen, Jin
    Yang, Jing
    Wang, Fengchao
    OPTOELECTRONICS LETTERS, 2025, 21 (05) : 314 - 320
  • [23] Improved lightweight road damage detection based on YOLOv5
    LIU Chang
    SUN Yu
    CHEN Jin
    YANG Jing
    WANG Fengchao
    Optoelectronics Letters, 2025, 21 (05) : 314 - 320
  • [24] Improved YOLOv8 Model for Lightweight Pigeon Egg Detection
    Jiang, Tao
    Zhou, Jie
    Xie, Binbin
    Liu, Longshen
    Ji, Chengyue
    Liu, Yao
    Liu, Binghan
    Zhang, Bo
    ANIMALS, 2024, 14 (08):
  • [25] Improved Lightweight Military Aircraft Detection Algorithm of YOLOv8
    Liu, Li
    Zhang, Shuo
    Bai, Yu’ang
    Li, Yujian
    Zhang, Chuxia
    Computer Engineering and Applications, 2024, 60 (18) : 114 - 125
  • [26] A lightweight model for echo trace detection in echograms based on improved YOLOv8
    Ma, Jungang
    Tong, Jianfeng
    Xue, Minghua
    Yao, Junfan
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [27] A Universal Tire Detection Method Based on Improved YOLOv8
    Guo, Chi
    Chen, Mingxia
    Wu, Junjie
    Hu, Haipeng
    Huang, Luobing
    Li, Junjie
    IEEE ACCESS, 2024, 12 : 174770 - 174781
  • [28] Lightweight construction safety behavior detection model based on improved YOLOv8
    Kan Huang
    Mideth B. Abisado
    Discover Applied Sciences, 7 (4)
  • [29] Improved container damage detection algorithm of YOLOv8
    Yu, Ding
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON ALGORITHMS, SOFTWARE ENGINEERING, AND NETWORK SECURITY, ASENS 2024, 2024, : 90 - 95
  • [30] A lightweight Yunnan Xiaomila detection and pose estimation based on improved YOLOv8
    Wang, Fenghua
    Tang, Yuan
    Gong, Zaipeng
    Jiang, Jin
    Chen, Yu
    Xu, Qiang
    Hu, Peng
    Zhu, Hailong
    FRONTIERS IN PLANT SCIENCE, 2024, 15
12345