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实现Faster R-CNN中的目标提取算法 - RPN

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object-detection-algorithm/RPN

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RPN

standard-readme compliant Conventional Commits Commitizen friendly

RPN算法实现

实现Faster R-CNN算法提出的目标提取网络RPN

内容列表

背景

安装

文档工具安装

$ pip install -r requirements.txt

用法

文档浏览

有两种使用方式

  1. 在线浏览文档:RPN

  2. 本地浏览文档,实现如下:

    $ git clone https://github.com/object-detection-algorithm/RPN.git
    $ cd RPN
    $ mkdocs serve
    

    启动本地服务器后即可登录浏览器localhost:8000

主要维护人员

  • zhujian - Initial work - zjZSTU

致谢

引用

@misc{ren2015faster,
 title={Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks},
 author={Shaoqing Ren and Kaiming He and Ross Girshick and Jian Sun},
 year={2015},
 eprint={1506.01497},
 archivePrefix={arXiv},
 primaryClass={cs.CV}
}
@misc{pascal-voc-2007,
	author = "Everingham, M. and Van~Gool, L. and Williams, C. K. I. and Winn, J. and Zisserman, A.",
	title = "The {PASCAL} {V}isual {O}bject {C}lasses {C}hallenge 2007 {(VOC2007)} {R}esults",
	howpublished = "http://www.pascal-network.org/challenges/VOC/voc2007/workshop/index.html"}
@misc{pascal-voc-2012,
	author = "Everingham, M. and Van~Gool, L. and Williams, C. K. I. and Winn, J. and Zisserman, A.",
	title = "The {PASCAL} {V}isual {O}bject {C}lasses {C}hallenge 2012 {(VOC2012)} {R}esults",
	howpublished = "http://www.pascal-network.org/challenges/VOC/voc2012/workshop/index.html"}

参与贡献方式

欢迎任何人的参与!打开issue或提交合并请求。

注意:

许可证

Apache License 2.0 © 2020 zjZSTU

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