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Users capture geotagged imagery using smartphones, action cams, or dash cams. Mapillary anonymizes (blurs faces/license plates) before aggregating images to generate smooth, navigable 3D views along streets and trails.
The platform applies computer vision to identify and extract over 96 object types — traffic signs, street features, pavement defects — and converts them into GIS-ready formats like GeoJSON or shapefiles. These outputs support asset management, urban planning, and autonomous vehicle perception systems.
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