CSD-YOLO: A Ship Detection Algorithm Based on a Deformable Large Kernel Attention Mechanism
Tao Wang,
Han Zhang,
Dan Jiang
Abstract:Ship detection and identification play pivotal roles in ensuring navigation safety and facilitating efficient maritime traffic management. Aiming at ship detection in complex environments, which often faces problems such as the dense occlusion of ship targets, low detection accuracy, and variable environmental conditions, in this paper, we propose a ship detection algorithm CSD-YOLO (Context guided block module, Slim-neck, Deformable large kernel attention-You Only Look Once) based on the deformable large kern… Show more
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