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wymanCV authored Jan 6, 2023
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# [SIGMA : Semantic-complete Graph Matching For Domain Adaptive Object Detection (CVPR-22 ORAL)](https://arxiv.org/pdf/2203.06398.pdf)
# [SIGMA: Semantic-complete Graph Matching For Domain Adaptive Object Detection (CVPR-22 ORAL)](https://arxiv.org/pdf/2203.06398.pdf)

[[Arxiv](https://arxiv.org/pdf/2203.06398.pdf)] [[知乎](https://zhuanlan.zhihu.com/p/492956292)]

By [Wuyang Li](https://wymancv.github.io/wuyang.github.io/)

Two branches of the project:
- Main branch: SIGMA, ```git clone https://github.com/CityU-AIM-Group/SIGMA.git```
- SIGMA++ branch: [SIGMA++](https://github.com/CityU-AIM-Group/SIGMA/tree/SIGMA++) ```git clone -b SIGMA++ https://github.com/CityU-AIM-Group/SIGMA.git```
- Main branch (SIGMA): ```git clone https://github.com/CityU-AIM-Group/SIGMA.git```
- [SIGMA++](https://github.com/CityU-AIM-Group/SIGMA/tree/SIGMA++) branch: ```git clone -b SIGMA++ https://github.com/CityU-AIM-Group/SIGMA.git```

The features of [SIGMA++](https://github.com/CityU-AIM-Group/SIGMA/tree/SIGMA++):
- More datasets and instructions
- More stable and better results
- Imprve graph with hypergraph
- From graph to hypergraph

![image](./assets/matching_visualization.png)

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