https://video.osgeo.org/videos/watch/6ea91492-d64b-4e56-8355-14b359f658b0 "fAIr is an open AI-assisted mapping service developed by the Humanitarian OpenStreetMap Team (HOT) that aims to improve the efficiency and accuracy of mapping efforts for humanitarian purposes. The service uses AI models, specifically computer vision techniques, to detect objects such as buildings, roads, waterways, and trees from satellite and UAV imagery. However currently focused on buildings only . The name fAIr is derived from the following terms: f: for freedom and free and open-source software AI: for Artificial Intelligence r: for resilience and our responsibility for our communities and the role we play within humanitarian mapping In this talk we will talk about the recent developments in fAIr , Our experiment with Yolo model and RAMP model for community mapping and couple of test results . fAIr recently made public version deployment : https://fair.hotosm.org/ Emilio Mariscal State of software" Wed, 27 May 2026 18:41:07 GMT https://validator.w3.org/feed/docs/rss2.html PeerTube - https://video.osgeo.org https://video.osgeo.org/lazy-static/avatars/de841c88-3a57-45ac-9eff-a00237356bfc.png https://video.osgeo.org/videos/watch/6ea91492-d64b-4e56-8355-14b359f658b0 All rights reserved, unless otherwise specified in the terms specified at https://video.osgeo.org/about and potential licenses granted by each content's rightholder.