• World Bank Training Materials

    • How-To Guide for importing Mapillary tags into QGIS and linking to OSM road IDs: 

    • Training Manual for using Mapillary, OSM, and QGIS for pulling together rural road asset and condition data:

    • A collection of lessons: (1) using Mapillary to collect and tag imagery and edit the Open Street Map (OSM); (2) using QGIS (open-source GIS software) to download and query OSM data​; and (3) importing drone data in QGIS: