- The project has move to PointTinyBenchmark as a branch, it will be merge into master branch latter.
P2BNet a newly proposed method for point-supervised object detection tasks on PointTinyBenchmark, which is based on mmdetection.
To date, It implements the following algorithms:
- Point-to-Box Network for Accurate Object Detection via Single Point Supervision (ECCV2022)
- Paper is avaliable here: https://arxiv.org/abs/2207.06827
And if the following works do some help for your research, please cite:
@inproceedings{P2BNet,
author = {Pengfei Chen, Xuehui Yu, Xumeng Han, Najmul Hassan, Kai Wang, Jiachen
Li, Jian Zhao, Humphrey Shi, Zhenjun Han, and Qixiang Ye},
title = {Point-to-Box Network for Accurate Object Detection via Single Point Supervision},
booktitle = {ECCV},
year = {2022},
}
@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},
}