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ycszen
201 Stars 12 Forks 13 Commits 4 Opened issues

Description

Implementation for "Context Prior for Scene Segmentation"

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# 58,816
Python
semanti...
pytorch
Deep le...
13 commits

Context Prior for Scene Segmentation (CVPR2020)

Implementation for CPNet.

PWC

PWC

PWC

PWC

Network

Affinity | Aggregation :-------------------------:|:-------------------------:

News

  • A simple version of the core codes has been released. It is based on mmsegmentation. You can integrate the codes into mmseg to run the experiments. Recently I am busy with job hunting and PhD thesis. After this peroid of time, I will release the complete version.
  • We achieve 46.3% mean IoU on ADE20K val set, 53.9% mIoU on PASCAL-Context, and 81.3% mIoU on Cityscapes.

Performance

ADE|Pascal-Context|Cityscapes :-------------------------:|:-------------------------:|:-------------------------:

Citation

Please consider citing the ContextPrior in your publications if it helps your research.

@inproceedings{Yu-CVPR-ContextPrior-2020,
  title={Context Prior for Scene Segmentation},
  author={Yu, Changqian and Wang, Jingbo and Gao, Changxin and Yu, Gang and Shen, Chunhua and Sang, Nong},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2020},
}

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