YOLOv8改进有效系列目录 | 包含卷积、主干、检测头、注意力机制、Neck

入门必会知识点

标题	链接
写给初学者的YOLO目标检测 概述	https://blog.youkuaiyun.com/shangyanaf/article/details/130399439
YOLOv8 来了，快速上手实操	https://blog.youkuaiyun.com/shangyanaf/article/details/130539468
目标检测算法以及常用库概述	https://blog.youkuaiyun.com/shangyanaf/article/details/132988174
万字详解YOLOv8网络结构Backbone/neck/head以及Conv、Bottleneck、C2f、SPPF、Detect等模块	https://blog.youkuaiyun.com/shangyanaf/article/details/139223155
新手小白快速看懂yolov8模型训练结果图表，通过mAP、Precision、Recall等评价性能	https://blog.youkuaiyun.com/shangyanaf/article/details/139131447
图解YOLOV8基础概念详解	https://blog.youkuaiyun.com/shangyanaf/article/details/137654837
YOLOv8.yaml文件详解	https://blog.youkuaiyun.com/shangyanaf/article/details/137656355
YOLOv8 超参数调优和数据增强指南
YOLOv9教程：如何在自定义数据上进行YOLOv9的分割训练	https://blog.youkuaiyun.com/shangyanaf/article/details/138284645
YOLO-World：缩小开放词汇下的目标检测检测速度和准确性之间的差距	https://blog.youkuaiyun.com/shangyanaf/article/details/136206642
手把手教你搭建YOLOV8+CUDA环境，训练自定义数据集，训练推理验证导出。小白也能看得懂的！	https://blog.youkuaiyun.com/shangyanaf/article/details/139029717
万字长文精解目标检测中的TP、FP、FN、TN、Precision、Recall 、 F1 Score、AP、mAP与AR 。附代码实现。	https://blog.youkuaiyun.com/shangyanaf/article/details/138966767
混淆矩阵与多分类混淆矩阵概念详解及其应用求 Precision F1-Score Recall	https://blog.youkuaiyun.com/shangyanaf/article/details/139104085

实战小项目

标题	链接
使用 YOLOv8 和 Python、OpenCV 实现行人检测
如何使用 YOLOv9 进行对象检测	https://blog.youkuaiyun.com/shangyanaf/article/details/136757338
YOLOv9教程：如何在自定义数据上进行YO