Awesome

ASNet

This is the repo for Attention scaling for crowd counting in CVPR 2020, which proposed a simple but effective architecture for crowd counting.

Requirements

In an Anaconda environment, we need the following packages.

Python: 3.7.5

PyTorch: 1.3.1

Results

For ShanghaiTech Part A dataset

Model: Link, Password: 585s

References

If you find the ASNet useful, please cite our paper. Thank you!

@inproceedings{jiang2020attention,
  title={Attention scaling for crowd counting},
  author={Jiang, Xiaoheng and Zhang, Li and Xu, Mingliang and Zhang, Tianzhu and Lv, Pei and Zhou, Bing and Yang, Xin and Pang, Yanwei},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={4706--4715},
  month={June},
  year={2020}
}