Each building is assigned a unique identifier (i. e. address), which permits tracking of individual objects over time.
RarePlanes is a unique open-source machine learning dataset that incorporates both real and synthetically generated satellite imagery.
2 code implementations • 14 Apr 2020 • Jacob Shermeyer, Daniel Hogan, Jason Brown, Adam Van Etten, Nicholas Weir, Fabio Pacifici, Ronny Haensch, Alexei Bastidas, Scott Soenen, Todd Bacastow, Ryan Lewis
The dataset and challenge focus on mapping and building footprint extraction using a combination of these data sources.
Identification of road networks and optimal routes directly from remote sensing is of critical importance to a broad array of humanitarian and commercial applications.