A Fabric Defect Detection Method Based on Improved YOLOv5

Author:

Zheng Liaomo,Wang Xiaojie,Wang Qi,Wang Shiyu,Liu Xinjun

Funder

National Key Research and Development Program of China

Publisher

IEEE

Reference16 articles.

1. YOLOv5: v3.1 - Bug Fixes and Performance Improvements;jocher,0

2. Cbam: Convolutional block attention module;woo;Proceedings of the European Conference on Computer Vision (ECCV),2018

3. Squeeze-and-Excitation Networks;hu;IEEE Transactions on Pattern Analysis and Machine Intelligence,2020

4. Rectified Linear Units Improve Restricted Boltzmann Machines;nair;Proceedings of the 24th International Conference on Machine Learning(ICML),2010

5. Rectifier nonlinearities improve neural network acoustic models;maas;Proceedings of the 24th International Conference on Machine Learning(ICML),2013

Cited by 29 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An approach to automatic fault detection in four-point system for knitted fabric with our benchmark dataset Isl-Knit;Heliyon;2024-09

2. Complex Pattern Jacquard Fabrics Defect Detection Using Convolutional Neural Networks and Multispectral Imaging;2024 2nd International Conference on Artificial Intelligence and Machine Learning Applications Theme: Healthcare and Internet of Things (AIMLA);2024-03-15

3. TD-Net:tiny defect detection network for industrial products;Complex & Intelligent Systems;2024-02-29

4. A Systematic Review of Textile Anomaly Detection Systems;2024 IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS);2024-02-24

5. Automated fabric defect detection using hybrid particle cat swarm optimizer with deep learning model;Multimedia Tools and Applications;2024-02-02

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3