Lightweight ship detection method based on YOLO-FNC model

ObjectiveA lightweight and efficient ship detection method based on the YOLO-FNC model is proposed for complex environments such as ports with dense traffic. MethodFirst, a FasterNeXt neural network module is designed on the basis of the FasterNet method and replaces the C3 module in the YOLO model...

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Bibliographic Details
Published in:Zhongguo Jianchuan Yanjiu
Main Authors: Bingyan ZHANG, Chuang ZHANG, Zhennan SHI, Songtao LIU
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2024-10-01
Subjects:
ship target detection
yolov5s
yolo-fnc
Online Access:http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03487

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