Resolution varies wildly
A class visible at 5cm may be invisible at 50cm.
Satellite, aerial and UAV imagery
Geospatial, Drone and Aerial Data Annotation
Land use, asset inspection and change detection at survey-grade consistency, across resolutions and seasons.
Consistency Across Every Pass
Aerial datasets are usually built from captures taken months apart, at different altitudes, in different light. The hard part is not labelling one image well — it is labelling the tenth pass the same way as the first, so change detection measures change rather than measuring the labeller.
Where Geospatial Drone & Aerial AI Programmes Struggle
Seasons change appearance
The same field looks like a different class in a different month.
Scenes are dense
A single frame can hold thousands of instances.
Georeferencing must hold
Labels that drift from their coordinates are worse than no labels.
AI Use Cases We Support
Land-use classification
Semantic segmentation across agricultural, urban and natural cover.
Building footprints
Extraction and change detection for planning and cadastre.
Infrastructure inspection
Powerline, pipeline and rail asset condition from UAV capture.
Vegetation management
Encroachment detection along corridors.
Disaster assessment
Rapid damage classification after an event.
Solar and roof analysis
Panel detection and roof-suitability annotation.
Data Types We Handle
- Satellite imagery Multi-spectral, multi-temporal, segmented.
- UAV capture High-resolution imagery with georeferenced annotation.
- Orthomosaics Large stitched scenes handled as tiles without seam artefacts.
- LiDAR and elevation Height data annotated alongside imagery.
How We Run the Programme
- Resolution-banded guidelines What is labellable at each GSD is stated, not assumed.
- Temporal alignment Multi-pass sets are labelled against a fixed reference.
- Tiling that preserves context Overlap is planned so objects are not cut in half.
- Coordinate verification Georeferencing is checked on delivery, every batch.
Build Geospatial Drone & Aerial AI on Data You Can Trust
Tell us what you are building and we will come back with a plan, a sample and a price.