Climate-Vision / ClimateVision
Open-source ML platform for detecting deforestation, ice melt, and flooding from Sentinel-2 / Landsat imagery.
Why this job: works in the areas we cover, but does not say which job it does
What it does
- Multi-type climate analysis. deforestation, arctic ice melting, flood detection (drought and wildfire detection planned)
- Deep learning inference. U-Net semantic segmentation and Siamese network change detection on Sentinel-2 imagery
- Automated data pipeline. Google Earth Engine integration with cloud masking, normalization, and 256×256 tiling
- NGO management. register organisations, subscribe to regions, receive threshold-based alerts via email or webhook
- REST API. FastAPI backend with paginated run history, stats endpoint, and full OpenAPI docs
Get started
git clone https://github.com/Climate-Vision/ClimateVision.git
cd ClimateVision
pip install -r requirements.txt - Maintenance
- Active
- Last commit 2 months ago
- Stars
- 377
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 73% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 70% closed
- 6 still open
- Pull requests
- 73 merged
- 31 waiting
- Releases
- None
- Never published
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More: languages, topics and project record
Languages
- Python 73%
- TypeScript 20%
- Jupyter Notebook 6%
- Shell <1%
Topics
- climate
- deep-learning
- deforestation
- fastapi
- google-earth-engine
- machine-learning
- pytorch
- remote-sensing
- satellite-imagery
- u-net-image-segmentation
Project record
- JobOther AI tools
- StatusListed
- Commits165
- Forks218
- Watching2
- Stars in 28 days+3
- CreatedMar 4, 2026
- First seen by usNov 7, 2026
- CheckedNov 8, 2026