目录
一 AKConv
2023年11月的论文AKConv: Convolutional Kernel with Arbitrary Sampled Shapes and Arbitrary Number of Parameters
【YOLOv8改进[CONV]】轻量级架构AKConv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 + 有效涨点
2024-06-08 14:38:02 9 阅读
![【<span style='color:red;'>YOLOv</span><span style='color:red;'>8</span><span style='color:red;'>改进</span>[<span style='color:red;'>CONV</span>]】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)
![【<span style='color:red;'>YOLOv</span><span style='color:red;'>8</span><span style='color:red;'>改进</span>[<span style='color:red;'>CONV</span>]】SPDConv<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/88836ed3e32440c08d4948201c2816c8.png)
![【<span style='color:red;'>YOLOv</span>10<span style='color:red;'>改进</span>[<span style='color:red;'>CONV</span>]】2024年的DynamicConv<span style='color:red;'>助力</span><span style='color:red;'>YOLOv</span>10<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> + 全网首发](https://img-blog.csdnimg.cn/direct/fd4cf676df104df2911e12ffcb18b022.png)
![【<span style='color:red;'>YOLOv</span><span style='color:red;'>8</span><span style='color:red;'>改进</span>[<span style='color:red;'>CONV</span>]】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><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)
