Optimizing the Hyperparameter Tuning of YOLOv5 for Underwater Detection
Author:
Affiliation:
1. Center of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Penang, Permatang Pauh, Malaysia
2. School of Computer Sciences, Universiti Sains Malaysia, Penang, Gelugor, Malaysia
Funder
Grants from the Ministry of Higher Education (MOHE), Malaysia under the Fundamental Research Grant Scheme
Research Management Institute
Universiti Teknologi MARA (UiTM), Cawangan Pulau Pinang
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/6287639/9668973/09773108.pdf?arnumber=9773108
Reference64 articles.
1. Adaptive methods for nonconvex optimization;zaheer;Proc Neural Inf Process Syst (NIPS),2018
2. YOLOv5_CSL_F: YOLOv5’s Loss Improvement and Attention Mechanism Application for Remote Sensing Image Object Detection
3. YOLO-FIRI: Improved YOLOv5 for Infrared Image Object Detection
4. Smoking Behavior Detection Based On Improved YOLOv5s Algorithm
Cited by 39 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. A novel approach for the non-destructive detection of shriveling degrees in walnuts using improved YOLOv5n based on X-ray images;Postharvest Biology and Technology;2024-08
2. Real-Time Camera Operator Segmentation with YOLOv8 in Football Video Broadcasts;AI;2024-06-06
3. Augmenting roadway safety with machine learning and deep learning: Pothole detection and dimension estimation using in-vehicle technologies;Machine Learning with Applications;2024-06
4. The Efficiency of YOLOv5 Models in the Detection of Similar Construction Details;Applied Sciences;2024-05-06
5. Research on evaluation method of underwater image quality and performance of underwater structure defect detection model;Engineering Structures;2024-05
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