no code implementations • 16 Jan 2020 • Adam Van Etten, Jacob Shermeyer, Daniel Hogan, Nicholas Weir, Ryan Lewis
Identification of road networks and optimal routes directly from remote sensing is of critical importance to a broad array of humanitarian and commercial applications.
3 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.
no code implementations • 4 Jun 2020 • Jacob Shermeyer, Thomas Hossler, Adam Van Etten, Daniel Hogan, Ryan Lewis, Daeil Kim
RarePlanes is a unique open-source machine learning dataset that incorporates both real and synthetically generated satellite imagery.
1 code implementation • CVPR 2021 • Adam Van Etten, Daniel Hogan, Jesus Martinez-Manso, Jacob Shermeyer, Nicholas Weir, Ryan Lewis
Each building is assigned a unique identifier (i. e. address), which permits tracking of individual objects over time.