Multi-scale ship target detection using SAR images based on improved Yolov5

Multi-scale ship target detection using SAR images based on improved Yolov5

Synthetic aperture radar (SAR) imaging is used to identify ships, which is a vital task in the maritime industry for managing maritime fisheries, marine transit, and rescue operations. However, some problems, like complex background interferences, various size ship feature variations, and indistinct...

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Bibliographic Details
Main Authors: Muhammad Yasir, Liu Shanwei, Xu Mingming, Sheng Hui, Md Sakaouth Hossain, Arife Tugsan Isiacik Colak, Dawei Wang, Wan Jianhua, Kinh Bac Dang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Marine Science
Subjects:
synthetic aperture radar (SAR)
ship identification
artificial intelligence
deep learning (DL)
YOLOv5S
SAR ship detection dataset (SSDD)
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2022.1086140/full

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