isLouisHsu / isLouisHsu/isLouisHsu.github.io
CenterNet - Objects as Points | LOUIS' BLOG
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Description
https://louishsu.xyz/2019/10/09/CenterNet-Objects-as-Points/
前言目前大多检测算法将物体视作边界框进行检测，并采用锚框(Anchor)，能很大程度提升检测算法的表现，但是Anchor难以确定参数，且增加大量网络运算量。目前的物体检测算法开始向无Anchor的方向发展，如本文的CenterNet，是把物体所在包围框作为点，并结合热图的形式进行。除物体检测外，此算法还可用于人体姿态识别、3D物体检测等。 论文阅读Introduction In this pape
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