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Citation

If you find this plugin helpful, please consider citing this work:

Zhao, Zhuoyi, Fan, Chengyan, & Liu, Lin. (2023). Geo SAM: A QGIS plugin using Segment Anything Model (SAM) to accelerate geospatial image segmentation (1.1.0). Zenodo. <https://doi.org/10.5281/zenodo.8191039>

@software{zhao_zhuoyi_2023_8191039,
  author       = {Zhao, Zhuoyi and Fan, Chengyan and Liu, Lin},
  title        = {{Geo SAM: A QGIS plugin using Segment Anything Model (SAM) to accelerate geospatial image segmentation}},
  month        = jul,
  year         = 2023,
  publisher    = {Zenodo},
  version      = {1.1.0},
  doi          = {10.5281/zenodo.8191039},
  url          = {https://doi.org/10.5281/zenodo.8191039}
}

Future Works

• Support exporting prompts which can be used in the task of time-series image segmentation

• Support other SAM-related models, such as HQ-SAM, FastSAM, MobileSAM and so on.

• Support labeling large objects across patches

• Add video tutorials for installation and usage

Acknowledgement

This repo benefits from Segment Anything and TorchGeo. Thanks for their wonderful work.