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文章 2025-02-04 来自：开发者社区

YOLOv11改进策略【Backbone/主干网络】| 替换骨干网络为2023-CVPR LSKNet （附网络详解和完整配置步骤）

一、本文介绍本文记录的是基于LSKNet的YOLOv11目标检测改进方法研究。LSKNet利用大核卷积获取上下文信息进行辅助，使模型能够产生具有各种大感受野的多个特征的同时，动态地根据输入调整模型的行为，使网络更好地适应图像中不同物体的检测需求。本文在YOLOv11的基础上配置了原论文中LSKNET_T、LSKNET_S两种模型，以满足不同的需求。专栏目录：YOLOv11改进目录一览 | .....

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更新时间 2025-02-10 13:40:26

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