本文将使用SPDConv助力YOLOv8目标检测效果的实践，文中含全部代码、详细修改方式以及手撕结构图。助您轻松理解改进的方法。
改进前和改进后的参数对比：
目录
一 SPDConv
2022年8月的论文No More Strided Convo
![【<span style='color:red;'>YOLOv</span><span style='color:red;'>8</span><span style='color:red;'>改进</span>[CONV]】2024的DynamicConv<span style='color:red;'>助力</span><span style='color:red;'>YOLOv</span><span style='color:red;'>8</span><span style='color:red;'>目标</span><span style='color:red;'>检测</span><span style='color:red;'>效果</span> + <span style='color:red;'>含</span><span style='color:red;'>全部</span><span style='color:red;'>代码</span><span style='color:red;'>和</span><span style='color:red;'>详细</span><span style='color:red;'>修改</span><span style='color:red;'>方式</span> + <span style='color:red;'>手</span><span style='color:red;'>撕</span><span style='color:red;'>结构图</span>](https://img-blog.csdnimg.cn/direct/8f68a72128f14b169d778e563b93c5f0.png)
【YOLOv8改进[CONV]】2024的DynamicConv助力YOLOv8目标检测效果 + 含全部代码和详细修改方式 + 手撕结构图
2024-06-07 08:20:01 23 阅读
![【<span style='color:red;'>YOLOv</span><span style='color:red;'>8</span><span style='color:red;'>改进</span>[CONV]】轻量级架构AKConv<span style='color:red;'>助力</span><span style='color:red;'>YOLOv</span><span style='color:red;'>8</span><span style='color:red;'>目标</span><span style='color:red;'>检测</span><span style='color:red;'>效果</span> + <span style='color:red;'>含</span><span style='color:red;'>全部</span><span style='color:red;'>代码</span><span style='color:red;'>和</span><span style='color:red;'>详细</span><span style='color:red;'>修改</span><span style='color:red;'>方式</span> + <span style='color:red;'>手</span><span style='color:red;'>撕</span><span style='color:red;'>结构图</span> + 有效涨点](https://img-blog.csdnimg.cn/direct/6f752716dc764a75955917b7f35a4bcd.png)
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![【<span style='color:red;'>YOLOv</span><span style='color:red;'>8</span><span style='color:red;'>改进</span>[注意力]】使用MLCA混合局部通道注意力<span style='color:red;'>改进</span>c2f + <span style='color:red;'>含</span><span style='color:red;'>全部</span><span style='color:red;'>代码</span><span style='color:red;'>和</span><span style='color:red;'>详细</span><span style='color:red;'>修改</span><span style='color:red;'>方式</span> + <span style='color:red;'>手</span><span style='color:red;'>撕</span><span style='color:red;'>结构图</span>](https://img-blog.csdnimg.cn/direct/4fd1c0c2810140eb810f318d32f8f727.png)
![【<span style='color:red;'>YOLOv</span>10<span style='color:red;'>改进</span>[注意力]】使用iRMB倒置残差块注意力(2023.<span style='color:red;'>8</span>)<span style='color:red;'>改进</span>C2f+ <span style='color:red;'>含</span><span style='color:red;'>全部</span><span style='color:red;'>代码</span><span style='color:red;'>和</span><span style='color:red;'>详细</span><span style='color:red;'>修改</span><span style='color:red;'>方式</span> + <span style='color:red;'>手</span><span style='color:red;'>撕</span><span style='color:red;'>结构图</span>](https://i-blog.csdnimg.cn/direct/d913ab0e9c364cb9816ff6f0fce728ea.png)
![【<span style='color:red;'>YOLOv</span><span style='color:red;'>8</span><span style='color:red;'>改进</span>[CONV]】使用DynamicConv二次创新C2f模块实现轻量化 + <span style='color:red;'>含</span><span style='color:red;'>全部</span><span style='color:red;'>代码</span><span style='color:red;'>和</span><span style='color:red;'>详细</span><span style='color:red;'>修改</span><span style='color:red;'>方式</span> + <span style='color:red;'>手</span><span style='color:red;'>撕</span><span style='color:red;'>结构图</span>](https://img-blog.csdnimg.cn/direct/4bc21b1bd76c494c827f81157ae8cd43.png)
![【<span style='color:red;'>YOLOv</span>10<span style='color:red;'>改进</span>[注意力]】使用注意力MLCA<span style='color:red;'>改进</span>C2f + <span style='color:red;'>含</span><span style='color:red;'>全部</span><span style='color:red;'>代码</span><span style='color:red;'>和</span><span style='color:red;'>详细</span><span style='color:red;'>修改</span><span style='color:red;'>方式</span> + <span style='color:red;'>手</span><span style='color:red;'>撕</span><span style='color:red;'>结构图</span>](https://img-blog.csdnimg.cn/direct/72fdccaa605c4bb88d16bd92bde4bee4.png)
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