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跟踪效果问题 #5

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YQMCU opened this issue Jul 15, 2021 · 1 comment
Open

跟踪效果问题 #5

YQMCU opened this issue Jul 15, 2021 · 1 comment

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@YQMCU
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YQMCU commented Jul 15, 2021

您好!
这里想友好探讨一下:
我这边跑了一下您的项目,检测效果很好。
但是当遇到遮挡或者两个人擦身而过,就容易跟丢,虽然使用了CStracker,但是跟踪效果没有达到fairmot的跟踪效果。
不知道您这边的跟踪效果怎么样?

@ZhangwenguangHikvision
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这个应该不属于CSTrack,严格意义上是JDE算法,只是里面的检测框架用了YOLOv5L,CStrack里面核心的检测与reid解耦模块(CCN+SAAN)都没有放进去。因此相对于JDE算法在检测性能上有提升,但是在IDswich问题上效果和JDE差别不大,自然不如原汁原味的CStrack,更不如anchor free的fairmot。这个工程项目主要是想提升速度,如果追求极致速度的话可以把yolov5l换成yolov5s。

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