Lightweight remote sensing ship detection algorithm based on YOLOv5s

Lightweight remote sensing ship detection algorithm based on YOLOv5s

ObjectiveThis paper proposes a lightweight remote sensing ship target detection algorithm LR-YOLO based on improved YOLOv5s to meet the lightweight and fast inference requirements of ship target detection tasks involving remote sensing images. MethodsFirst, the backbone network adopts the ShuffleNet...

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Bibliographic Details
Main Authors: Haochen WANG, Yuelan XIN, Jiang GUO, Qingqing WANG
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2024-10-01
Series:Zhongguo Jianchuan Yanjiu
Subjects:
yolov5s
remote sensing images
ship target detection
deformable convolution
circular smooth label
Online Access:http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03454
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http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03454

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