文章 2024-09-08 来自:开发者社区

AI计算机视觉笔记二十 八:基于YOLOv8实例分割的DeepSORT多目标跟踪

若该文为原创文章,转载请注明原文出处。 前面提及目标跟踪使用的方法有很多,更多的是Deepsort方法。 本篇博客记录YOLOv8的实例分割+deepsort视觉跟踪算法。结合YOLOv8的目标检测分割和deepsort的特征跟踪,该算法在复杂环境下确保了目标的准确与稳定跟踪。在计算机视觉中,这种跟踪技术在安全监控、无人驾驶等领域有着广泛应用。 源码地址:GitHub - Muhammad...

AI计算机视觉笔记二十 八:基于YOLOv8实例分割的DeepSORT多目标跟踪
文章 2024-09-01 来自:开发者社区

AI计算机视觉笔记十一:yolo5+Deepsort实现目标检测与跟踪(CPU版)

一、DeepSORT简介 DeepSORT 是一种计算机视觉跟踪算法,用于在为每个对象分配 ID 的同时跟踪对象。DeepSORT 是 SORT(简单在线实时跟踪)算法的扩展。DeepSORT 将深度学习引入到 SORT 算法中,通过添加外观描述符来减少身份切换,从而提高跟踪效率。 这是提供两个demo,一是跟踪计数人员;二是车辆计数跟踪; 二、环境搭建 本人没有GPU的电脑,所以修改...

AI计算机视觉笔记十一:yolo5+Deepsort实现目标检测与跟踪(CPU版)

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