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Official repository for Active Boundary Loss for Semantic Segmentation.

License: Apache License 2.0

Python 100.00%

active-boundary-loss's Introduction

active-boundary-loss

teaser

By Chi Wang, Yunke Zhang, Miaomiao Cui, Peiran Ren, Yin Yang, Xuansong Xie, Xian-Sheng Hua, Hujun Bao and Weiwei Xu.

This repo is the official implementation of Active Boundary Loss for Semantic Segmentation (arXiv:2102.02696) accepted by AAAI 2022.

Dependencies

How to use

  • Directly use ABL in abl.py.
  • For ease of use, we provide an all-in-one version. In addition, you can speed it up by moving the process of distance map generation to the dataloader.

Contact

If you have any questions, please feel free to contact [email protected].

active-boundary-loss's People

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