Meta AI' Segment Anything Model (SAM) for Geospatial Data
Project description
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
The segment-geospatial package draws its inspiration from segment-anything-eo repository authored by Aliaksandr Hancharenka. To facilitate the use of the Segment Anything Model (SAM) for geospatial data, I have developed the segment-anything-py and segment-geospatial Python packages, which are now available on PyPI and conda-forge. My primary objective is to simplify the process of leveraging SAM for geospatial data analysis by enabling users to achieve this with minimal coding effort. I have adapted the source code of segment-geospatial from the segment-anything-eo repository, and credit for its original version goes to Aliaksandr Hancharenka.
- Free software: MIT license
- Documentation: https://samgeo.gishub.org
Features
- Download map tiles from Tile Map Service (TMS) servers and create GeoTIFF files
- Segment GeoTIFF files using the Segment Anything Model (SAM)
- Save segmentation results as common vector formats (GeoPackage, Shapefile, GeoJSON, etc.)
- Visualize segmentation results on interactive maps
Examples
Demos
- Automatic mask generator
Acknowledgements
This package was made possible by the following open source projects. Credit goes to the developers of these projects.
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