RSI-MMSegmentation

Official code for ``GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data''

The new version of the GAMUS dataset can be downloaded from the following XShadow/GAMUS.

The old version of data containing DFC 2019: link

Update

• Remove the cities (OMA and JAX) from the DFC 2019 dataset to ensure the label quality
• Add pytorch dataloader
• Simplify the codebase
• Re-run all experiments

Dataset classes:

• 0-others (backgoround)
• 1-ground
• 2-low vegetation
• 3-buildings
• 4-water
• 5-road
• 6-tree

Network Architectures

References

@article{xiong2023gamus,
  title={GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data},
  author={Xiong, Zhitong and Chen, Sining and Wang, Yi and Mou, Lichao and Zhu, Xiao Xiang},
  journal={arXiv preprint arXiv:2305.14914},
  year={2023}
}