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ucas-vg/PointTinyBenchmark: Point based and tiny object detection and localizat ...

原作者: [db:作者] 来自: 网络 收藏 邀请

开源软件名称(OpenSource Name):

ucas-vg/PointTinyBenchmark

开源软件地址(OpenSource Url):

https://github.com/ucas-vg/PointTinyBenchmark

开源编程语言(OpenSource Language):

Python 50.5%

开源软件介绍(OpenSource Introduction):

PointTinyBenchmark


PointTinyBenchmark is an open source toolbox for object localization and detection tasks on top of mmdetection.

To date, It implements the following benchmark and algorithms:

News

Others

Citation

And if the following works do some help for your research, please cite:

@inproceedings{CPR,
  author    = {Yu, Xuehui and Chen, Pengfei and Wu, Di and Hassan, Najmul and Li,
Guorong and Yan, Junchi and Shi, Humphrey and Ye, Qixiang and Han, Zhenjun},
  title     = {Object Localization under Single Coarse Point Supervision},
  booktitle = {CVPR},
  year      = {2022},
}
@article{yu20201st,
  title={The 1st Tiny Object Detection Challenge: Methods and Results},
  author={Yu, Xuehui and Han, Zhenjun and Gong, Yuqi and Jan, Nan and Zhao, Jian and Ye, Qixiang and Chen, Jie and Feng, Yuan and Zhang, Bin and Wang, Xiaodi and others},
  journal={arXiv preprint arXiv:2009.07506},
  year={2020}
}
@inproceedings{yu2020scale,
  title={Scale Match for Tiny Person Detection},
  author={Yu, Xuehui and Gong, Yuqi and Jiang, Nan and Ye, Qixiang and Han, Zhenjun},
  booktitle={The IEEE Winter Conference on Applications of Computer Vision},
  pages={1257--1265},
  year={2020}
}



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