Mapillary has been processing street-level imagery with computer vision in order to extract traffic signs for several years, but in 2019 we’ve started to offer an expanded dataset. Point features such as fire hydrants, crosswalks, and manholes are also now available, with their location approximated on the map thanks to 3D reconstruction of scenes combined with segmentation of the images where these objects are recognized. To date, Mapillary has identified more than 191 million of these map features, and one of the results is GeoJSON data that can be used to enhance a map.

The Mapillary Marketplace helps generate fresh map data on demand by connecting organizations that need the data with Mapillary's contributor network that can help collect it.

You can have the chance to earn money by driving in your hometown and helping organizations (such as map makers, cities, or NGOs) capture Mapillary imagery. Check the Marketplace section at mapillary.com/app/marketplace for available project locations.

If there's currently no demand in your location, you can list yourself as interested in contributing. That way, if an organization wants help with imagery capture in your area, we can let you know.