DCMix: Distance Based ClassMix for Unsupervised Domain Adaptation

Overview

Data Preprocessing

Data Preprocessing

Seg

To train DCMix for semantic segmentation UDA, please refer to seg/README.md.

To obtain the visualization results in the thesis, please use the seg code.

RPM_Seg

To train DCMix with kevin's code for semantic segmentation UDA, please refer to RPM_seg/README.md.

Acknowledgements

DCMix is based on the following open-source projects. We thank their authors for making the source code publicly available.

• MIC
• HRDA
• DAFormer
• MMSegmentation
• SegFormer
• DACS