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.
1 maintainer
Metadata
1 maintainer
Release files for segment-geospatial 0.4.0
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Source distribution (sdist)
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| segment-geospatial-0.4.0.tar.gz | 19.6 kB | Details |
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| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| segment_geospatial-0.4.0-py2.py3-none-any.whl | Python 2, Python 3 | none | any | Details |
Total release size: 38.9 kB
Release files / segment-geospatial-0.4.0.tar.gz
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