More
====

Citation
--------

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

.. code-block:: 

    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>


.. code-block:: bibtex

    @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 <https://github.com/SysCV/sam-hq>`_, `FastSAM <https://github.com/coolzhao/Geo-SAM/issues/15>`_, `MobileSAM <https://github.com/ChaoningZhang/MobileSAM>`_ and so on.
- Support labeling large objects across patches
- Add video tutorials for installation and usage


Acknowledgement
---------------

This repo benefits from `Segment Anything <https://github.com/facebookresearch/segment-anything>`_ and `TorchGeo <https://github.com/microsoft/torchgeo>`_. Thanks for their wonderful work.