Improved Fabric Defect Detection Algorithm of YOLOv5

被引：1
|
作者：
Ma, Ahui [1 ]
Zhu, Shuangwu [1 ]
Li, Choudan [1 ]
Ma, Xiaotong [1 ]
Wang, Shihao [1 ]
机构：
[1] College of Textile Science and Engineering, Xi’an Polytechnic University, Xi’an,710048, China
来源：
Computer Engineering and Applications | 2023年 / 59卷 / 10期
关键词：
Attention mechanisms - Defect detection algorithm - Detection accuracy - Detection speed - Fabric defect detection - Feature pyramid - Features extraction - Features fusions - Two-stage algorithm - YOLOv5;
D O I：
10.3778/j.issn.1002-8331.2209-0413
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：244 / 252
相关论文
共 50 条
  • [31] Road damage detection algorithm for improved YOLOv5
    Guo, Gege
    Zhang, Zhenyu
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [32] An improved lightweight object detection algorithm for YOLOv5
    Luo, Hao
    Wei, Jiangshu
    Wang, Yuchao
    Chen, Jinrong
    Li, Wujie
    PEERJ COMPUTER SCIENCE, 2024, 10
  • [33] An Improved YOLOv5 Algorithm for Bamboo Strip Defect Detection Based on the Ghost Module
    Yang, Ru-Xiao
    Lee, Yan-Ru
    Lee, Fu-Shin
    Liang, Zhenying
    Liu, Yang
    FORESTS, 2024, 15 (09):
  • [34] Improved YOLOv5 for Small Object Detection Algorithm
    Yu, Jun
    Jia, Yinshan
    Computer Engineering and Applications, 2023, 59 (12) : 201 - 207
  • [35] UAV Target Detection Algorithm with Improved Yolov5
    Chen, Fankai
    Li, Shixin
    Computer Engineering and Applications, 2023, 59 (18): : 218 - 225
  • [36] DDVC-YOLOv5: An Improved YOLOv5 Model for Road Defect Detection
    Zhong, Shihao
    Chen, Chunlin
    Luo, Wensheng
    Chen, Siyuan
    IEEE ACCESS, 2024, 12 : 134008 - 134019
  • [37] Improved YOLOv5 Traffic Sign Detection Algorithm
    Yang, Guoliang
    Yang, Hao
    Yu, Shuaiying
    Wang, Jixiang
    Nie, Ziling
    Computer Engineering and Applications, 2023, 59 (10) : 262 - 269
  • [38] Improved Traffic Sign Detection Algorithm for YOLOv5
    Hu, Zhaohua
    Wang, Ying
    Computer Engineering and Applications, 2023, 59 (01): : 82 - 91
  • [39] An Improved YOLOv5 with Structural Reparameterization for Surface Defect Detection
    Han, Yixuan
    Zheng, Liying
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING, ICANN 2023, PT II, 2023, 14255 : 90 - 101
  • [40] Research on tile surface defect detection by improved YOLOv5
    Yu, Xulong
    Yu, Qiancheng
    Zhang, Yue
    Wang, Aoqiang
    Wang, Jinyun
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 45 (06) : 11319 - 11331
12345