README.md

Modeling Noisy Annotations for Crowd Counting

Data preparation

The dataset can be constructed followed by Bayesian Loss.

Pretrained model

The pretrained model can be downloaded from GoogleDrive.

Test

python test.py --data-dir PATH_TO_DATASET --save-dir PATH_TO_CHECKPOINT

Train

python train.py --data-dir PATH_TO_DATASET --save-dir PATH_TO_CHECKPOINT

Citation

If you use our code or models in your research, please cite with:

@article{wan2020modeling,
  title={Modeling Noisy Annotations for Crowd Counting},
  author={Wan, Jia and Chan, Antoni},
  journal={Advances in Neural Information Processing Systems},
  volume={33},
  year={2020}
}