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.
Features
- Download map tiles from Tile Map Service (TMS) servers and create GeoTIFF files
- Segment GeoTIFF files using the Segment Anything Model (SAM) and HQ-SAM
- Segment remote sensing imagery with text prompts
- Create foreground and background markers interactively
- Load existing markers from vector datasets
- Save segmentation results as common vector formats (GeoPackage, Shapefile, GeoJSON)
- Save input prompts as GeoJSON files
- Visualize segmentation results on interactive maps
Project Samples
Categories
Machine LearningLicense
MIT LicenseFollow segment-geospatial
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