Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting（Arxiv March 2020）

Official Implementation of Arxiv 2020 "Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting" LINK

Many thanks to BL, SFANet and CAN for their useful publications and repos

For complete UCF-QNRF training code, please refer to BL.

Please see models for our M-SFANet and M-SegNet.

Density maps Visualization

Citation

If you find the code useful for your research, please cite our paper:

@article{thanasutives2020encoder,
  title={Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting},
  author={Thanasutives, Pongpisit and Fukui, Ken-ichi and Numao, Masayuki and Kijsirikul, Boonserm},
  journal={arXiv preprint arXiv:2003.05586},
  year={2020}
}

Pretrained Weights

Shanghaitech A&B Link