centernet's Introduction

CenterNet

使用CenterNet来训练其他数据。

本项目实现以下

Face 人脸bbox+landmark检测
SeaShips 船只种类和bbox检测

代码参考以下

Objects as Points

CenterMulti

CenterPose

结果

Face

测试：使用原图分辨率，未使用Multi Scale，在验证集上进行测试。

Backbone	AP	AP⁵⁰	AP⁷⁵	AP^S	AP^M	AP^L
DLA-34	43.7	73.7	47.7	31.9	58.8	64.0
MobileNet-V2	34.3	62.0	35.0	27.2	52.4	42.7

SeaShips

测试：使用原图分辨率，未使用Multi Scale，在验证集和测试集上进行测试。

Backbone	数据集	AP	AP⁵⁰	AP⁷⁵	AP^S	AP^M	AP^L
DLA-34	Val	21.3	37.3	21.5	10.8	39.3	22.1
DLA-34	Test	21.6	36.4	23.5	2.7	32.4	22.8

训练和测试

详见文档 Face
详见文档 SeaShips

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