yolov8特征融合网络的相关内容

文章 2024-07-27 来自：开发者社区

【YOLOv8改进 - 特征融合NECK】 DAMO-YOLO之RepGFPN ：实时目标检测的创新型特征金字塔网络

YOLO目标检测创新改进与实战案例专栏专栏目录： YOLO有效改进系列及项目实战目录包含卷积，主干注意力，检测头等创新机制以及各种目标检测分割项目实战案例专栏链接: YOLO基础解析+创新改进+实战案例介绍摘要在文章中，我们介绍了一种快速且准确的目标检测方法，称为DAMO-YOLO，其性能优于最先进的YOLO系列。DAMO-YOLO在YOLO的基础上扩...

文章 2024-07-19 来自：开发者社区

【YOLOv8改进 - 特征融合NECK】 GIRAFFEDET之GFPN ：广义特征金字塔网络，高效地融合多尺度特征

YOLOv8目标检测创新改进与实战案例专栏专栏目录： YOLOv8有效改进系列及项目实战目录包含卷积，主干注意力，检测头等创新机制以及各种目标检测分割项目实战案例专栏链接: YOLOv8基础解析+创新改进+实战案例介绍摘要在传统的目标检测框架中，通常采用从图像识别模型继承的主干网络来提取深层潜在特征，然后通过颈部模块融合这些潜在特征，以捕捉不同尺度的...

文章 2024-07-19 来自：开发者社区

【YOLOv8改进 - 特征融合】 GELAN:YOLOV9 通用高效层聚合网络，高效且涨点

YOLOv8目标检测创新改进与实战案例专栏专栏目录： YOLOv8有效改进系列及项目实战目录包含卷积，主干注意力，检测头等创新机制以及各种目标检测分割项目实战案例专栏链接: YOLOv8基础解析+创新改进+实战案例介绍摘要当前的深度学习方法主要关注如何设计最合适的目标函数，以使模型的预测结果尽可能接近真实值。同时，还需设计合适的架构，以便获取足够的信...

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...

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更新时间 2024-07-28 10:01:00

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