yolov5网络目标检测的相关内容

文章 2024-03-24 来自：开发者社区

[YOLOv8/YOLOv7/YOLOv5系列算法改进NO.5]改进特征融合网络PANET为BIFPN（更新添加小目标检测层yaml）

前言：作为当前先进的深度学习目标检测算法YOLOv5，已经集合了大量的trick，但是在处理一些复杂背景问题的时候，还是容易出现错漏检的问题。此后的系列文章，将重点对YOLOv5的如何改进进行详细的介绍，目的是为了给那些搞科研的同学需要创新点或者搞工程项目的朋友需要达到更好的效果提供自己的微薄帮助和参考。解决问题：加入BIFPN加权双向金字塔结...

文章 2024-02-07 来自：开发者社区

YOLOv5改进 | 主干篇 | 低照度图像增强网络SCINet改进黑暗目标检测（全网独家首发）

一、本文介绍本文给大家带来的改进机制是低照度图像增强网络SCINet，SCINet（自校正照明网络）是一种专为低光照图像增强设计的框架。它通过级联照明学习过程和权重共享机制来处理图像，优化了照明部分以提升图像质量。我将该网络集成在YOLOv5的主干上针对于图像的输入进行增强，同时该网络的并不会增加参数和计算量，基本和普通的网络结构保持一致，同时该结构支持自定义调节层数，来控制图像增强的...

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更新时间 2024-03-25 14:32:39

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