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geointel/docs/DETECTION_CLASSES_CATALOG.md
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Initial public release
2026-08-31 21:56:53 +02:00

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# Detection Classes Catalog
## V1 required class
### building
Reason:
Buildings are the best first detection target because GRB can be used as a reference layer for QA/QC.
Outputs:
- bounding box polygon
- confidence
- source tile
- model id
## V1 optional classes
### solar_panel
High portfolio value but dataset/model availability may be harder.
### vehicle
Useful for generic object detection demo but less central to GIS validation.
### tree
Potentially useful but segmentation may be more appropriate than bounding boxes.
## Not required for V1
- roads as object detection class
- water as object detection class
- agriculture as object detection class
These are better handled through segmentation or raster indices.