https://urbanists.video/videos/watch/e30f7d22-fc81-4c35-abf2-4a92a7360d73 GrabMaps' KartaDashCam transforms everyday ride-hailing trips in Southeast Asia into a passive mapping fleet. Using Edge AI, it detects traffic signs and POIs on-device to drastically reduce mapping costs, moving closer to reflecting real-time ground truth by automating validation of traffic incidents in 10 minutes or less. This talk shares the architecture, results from thousands of deployed units, and the technical and operational challenges of scaling edge-first map making. Originally published by OSM US under a CC license: https://youtube.com/watch?v=RynmZd0zgyw Tue, 04 Aug 2026 10:40:21 GMT https://validator.w3.org/feed/docs/rss2.html PeerTube - https://urbanists.video https://urbanists.video/lazy-static/avatars/5e1b0dd4-c5ba-4867-a44e-929495166d35.png https://urbanists.video/videos/watch/e30f7d22-fc81-4c35-abf2-4a92a7360d73 All rights reserved, unless otherwise specified in the terms specified at https://urbanists.video/about and potential licenses granted by each content's rightholder.