News

• The project has move to PointTinyBenchmark as a branch, it will be merge into master branch latter.

ECCV2022, Point-to-Box Network for Accurate Object Detection via Single Point Supervision

P2BNet

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

Citation

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},
}