Identify and annotate urban blight classes.

Training data for urban blight detection

Palestine Open Maps - Unveiling the Past, Enriching the Future

Empowering Palestine Open Maps with OSM-Seed

Powering History with Technology, The Integration and Growth of OpenHistoricalMap

OpenHistoricalMap, Bridging Time with Tech

Examining mobile signal access in Peruvian schools for educational equity.

Mobile signal coverage in Peruvian schools

We added/improved over 1,144 km of highways and improved more than 168,300 buildings.

Camps mapping in Chad

Training dataset for PEARL

We utilized computer vision and street view images to identify essential road features.

Road safety

We performed airplane validation in Beijing, New York, Los Angeles, San Francisco, and Tokyo.

Airplane ML detection validation

Training data creation for school detection.

Project Connect

We mapped more than 67,742 farms spanning across North America.

Farm fields mapping

Training data creation to identify vulnerable houses.

Housing Passports

We mapped 8,857 buildings where 330 buildings were damaged, 648 buildings as collapsed, and there were 7,879 buildings, not any damage

Earthquake mapping in Indonesia

We mapped more than 190 such farms in Ethiopia's lowlands.

Commercial farms mapping in Ethiopia

We edited 131,832 objects between high voltage towers, substations, etc.

ML tower detection and mapping work

We mapped and aligned 64,680 km of road network in Taiwan.

Mapping road network in Taiwan

We imported approximately 2.92 million buildings, with the participation of around 300 mappers.

Our Project

Some of our finest work.