🛰️ AI-Powered Building Detection & Human-in-the-Loop GIS

A look at a geospatial AI platform I developed for detecting, reviewing, and managing building footprints from satellite imagery.

The workflow combines GeoAI, GIS and human validation to turn AI predictions into reliable geospatial datasets.

In this demo:

• AI-based building footprint detection • Interactive satellite imagery and GIS mapping • Building polygon visualization • Confidence-based AI predictions • Accept / reject prediction workflow • Manual correction of detected footprints • Human-reviewed labels for future model improvement • Geospatial coordinates and building-level data management

The goal is to create a scalable workflow where AI performs the initial mapping while human review improves accuracy and provides better training data for subsequent model versions.

Built around GIS + GeoAI + computer vision + satellite imagery.

Always interested in connecting with people working in GIS, GeoAI, remote sensing, mapping and spatial AI.