Optimizing Satellite Maps: Efficiently Rendering 700K++ Object Polygons and Their Attributes
Introduction
As an AI Engineer, I worked on object instance segmentation for satellite imagery and generating 700,000 polygons stored in PostgreSQL with PostGIS. The final challenge came when our team was tasked with building a simple website to display these 700K polygons, complete with details like names and areas, based on six months of data collected by the Computer Vision model we’d been using.