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关于MoveNet和HRNet系列对比 #37

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puyiwen opened this issue Dec 30, 2022 · 3 comments
Open

关于MoveNet和HRNet系列对比 #37

puyiwen opened this issue Dec 30, 2022 · 3 comments

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@puyiwen
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puyiwen commented Dec 30, 2022

您好，您有对比过MoveNet和HRNet系列在coco上的精度对比吗？想做个基于骨骼关键点的步态识别，需要轻量化准确度比较好的姿态估计器，moveNet相比大型HRNet有差很多吗？
@fire717
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fire717 commented Dec 30, 2022

这个没有，Movenet是针对嵌入式设备边缘部署的，HRNet即使是lite系列也比基于Moibilenet的Movenet大很多，可以预料的是速度会慢很多但是精度会高一些。
而且Movenet本质上是多人场景下的单人关键点识别，HRnet只支持单人场景单人关键点，也就是说前面还要加一个人体检测模型。

@sunlinyu1993
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人体检测模型有推荐的吗

@puyiwen
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puyiwen commented Nov 9, 2023

人体检测模型有推荐的吗
普通检测模型都可以，yolo系列在coco上的训练模型就能检测出人

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@fire717 @sunlinyu1993 @puyiwen