Catherine Nakalembe

OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data

The desired output for most real-world tasks using machine learning (ML) and remote sensing data is a set of dense predictions that form a predicted map for a geographic region. However, most prior work involving ML and remote sensing follows the traditional practice of reporting metrics on a set of…