opengeos/segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
Ranks #87 among AI repositories tracked this week, and #87 over the last 30 days; #291 of 2,531 repositories GStars tracks this week (top 11%).
1 release in the last 90 days, the latest 59 days ago, with 27 contributors on GitHub.
Gained 12% fewer stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides a Python package to segment geospatial data using the Segment Anything Model (SAM) and related models.
- Enables easy segmentation of geospatial imagery with minimal coding, supporting interactive prompts and multiple output formats.
- Use for segmenting satellite or remote sensing imagery to extract geographic features with text or box prompts.
- Use for generating object masks automatically from geospatial raster data for environmental or urban analysis.
- Use for integrating SAM-based segmentation workflows into GIS software like QGIS or ArcGIS for enhanced spatial data processing.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
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.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
448+12
Open issues
8+0
Compared with peers in AI
Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| storytold/artcraft | 35.2K | +8.1K | 75 | 25 days ago |
| heygen-com/hyperframes | 69.2K | +5.7K | 45 | today |
| Comfy-Org/ComfyUI | 141.5K | +3.9K | 60 | 2 days ago |
| ifixai-ai/iFixAi | 30.7K | +3.3K | 75 | 5 days ago |
| harry0703/MoneyPrinterTurbo | 133.8K | +3.1K | 75 | today |
| opengeos/segment-geospatial | 4.2K | +0 | 75 | 59 days ago |
| Category median | 69.2K | +3.9K | 75 | — |
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