SOD100K

The official repo of the ECCV 2020 paper Highly Efficient Salient Object Detection with 100K Parameters.

CSNet

CSNet will be released in the next few days.

CSF + Res2Net

Cross Stage Fusion (CSF) part + Res2Net is in the CSF+Res2Net subfolder. CSF can be integrated into ImageNet pre-trained large models such as Res2Net to achieve SOTA performance with less parameters.

Citation

If you find this work or code is helpful in your research, please cite:

@InProceedings{gao2020sod100k,
  author = {Gao, Shang-Hua and Tan, Yong-Qiang and Cheng, Ming-Ming and Lu, Chengze and Chen, Yunpeng and Yan, Shuicheng},
  title = {Highly Efficient Salient Object Detection with 100K Parameters},
  booktitle = {ECCV},
  year = {2020},
}
@article{gao2019res2net,
  title={Res2Net: A New Multi-scale Backbone Architecture},
  author={Gao, Shang-Hua and Cheng, Ming-Ming and Zhao, Kai and Zhang, Xin-Yu and Yang, Ming-Hsuan and Torr, Philip},
  journal={IEEE TPAMI},
  year={2020},
  doi={10.1109/TPAMI.2019.2938758}, 
}