When you already have valuable labels in your point cloud data, you should not have to lose them when you run a new classification. This guide shows how to create a processing flow that keeps one or more input classes while applying Flai classification to everything else.  A common pattern is to keep Ground from the input data while applying Flai’s classification to above-ground points.  How Keeping Original Classification Works Under the hood, Flai’s AI models classify al

This September, we were proud to participate in REPMUS 2025 — Robotic Experimentation & Prototyping using Maritime Unmanned Systems — as part of the Rapid Environmental Assessment (REA) Working Group . Together with our partners at FullWave GeoConsulting, we provided software solutions that leveraged AI to accelerate the production of situational awareness and environmental maps for both field operatives and decision-makers at the command level. REPMUS, hosted by the Portugue

QGIS is a leading open-source desktop GIS for Windows, macOS and Linux , used daily for cartography, spatial analysis, and 2D/3D data...