← Blog Projects

Building classification: turning rooftops into decisions

Knowing where a building sits is only half the story; knowing what it is unlocks the decisions that follow. Our building-classification dataset is a step-change in computer vision for geospatial analysis — over 35 distinct, expertly labelled structure types, from houses, apartments and commercial blocks to industrial and specialised buildings.

Why building type matters

A typed, characterised building is worth far more than a bare footprint. Attributes such as use, height class and density turn a map into an analytical layer that downstream systems can actually reason about — the difference between a guess and a decision.

Across industries

  • Insurance & risk — automated building-type identification sharpens actuarial models, prices policies on real structural attributes and speeds claims.
  • Government & municipal — monitor urban development, flag unauthorised construction and analyse land use without manual survey.
  • Civil engineering — audit infrastructure and track construction progress across large portfolios.
  • Telecoms — distinguish a dense apartment tower from a sprawling warehouse to plan network rollout and capacity.

The result is a consistent, queryable foundation for smart-city management — the kind of structural intelligence that used to demand costly field surveys.