DenseBox: Implemention of Baidu's DenseBox used for multi-task learning of object detection and landmark(key-point) localization 用PyTorch实现了百度的DenseBox并针对任意宽高比矩形(不仅限于方形)的目标检测做了优化，不仅可以输出关键点的热力图(heatmap)而且可以输出每个bbox对应关键点坐标

# DenseBox
Baidu's Densebox implemention with PyTorch used for multi-task learning of object detection and landmark(key-point) localization

# Test result
![](https://github.com/CaptainEven/DenseBox/blob/master/demo_1.jpg)
![](https://github.com/CaptainEven/DenseBox/blob/master/demo_4.jpg) 
![](https://github.com/CaptainEven/DenseBox/blob/master/demo_2.jpg) 
![](https://github.com/CaptainEven/DenseBox/blob/master/demo_3.jpg)

# Perspective transformation result
![](https://github.com/CaptainEven/DenseBox/blob/master/pair_1_1.jpg)
![](https://github.com/CaptainEven/DenseBox/blob/master/pair_1_2.jpg) 
 
![](https://github.com/CaptainEven/DenseBox/blob/master/pair_2_1.jpg)
![](https://github.com/CaptainEven/DenseBox/blob/master/pair_2_2.jpg)

![](https://github.com/CaptainEven/DenseBox/blob/master/pair_3_1.jpg)
![](https://github.com/CaptainEven/DenseBox/blob/master/pair_3_2.jpg)

## A small dataset sample: 
[patches](https://pan.baidu.com/s/1hGtdPHhuMW9Lz0gRLMYUUw)

extract code: ir6n

ideaoverflow/DenseBox

简介

发行版

贡献者

近期动态

ideaoverflow/DenseBox .gitee-modal { width: 500px !important; }

简介

发行版

贡献者

近期动态

搜索帮助

ideaoverflow/DenseBox