Mark WronkiewiczinDevelopment SeedExploring new AI methods for road mappingDeep reinforcement learning could support tighter human-machine collaborationFeb 27, 2020Feb 27, 2020
Mark WronkiewiczinDevelopment SeedMissing Millions: finding the forcibly displacedToday is World Refugee Day, so we want to highlight some early work on finding people who have been forced from their homes. This is part…Jun 20, 2019Jun 20, 2019
Mark WronkiewiczinDevelopment SeedFinding vulnerable housing in street view images: using AI to create safer citiesThis is an ongoing project to support the World Bank’s Global Program on Resilient Housing.May 8, 20191May 8, 20191
Mark WronkiewiczinDevelopment SeedTechnical walkthrough: packaging ML models for inference with TF ServingThis guide is for machine learning practitioners looking to apply Keras models at scale. I’ll cover a concrete problem we faced and then…Feb 25, 20193Feb 25, 20193
Mark WronkiewiczinDevelopment SeedMapping Mars with AIA pipeline to fully map the Red PlanetDec 12, 2018Dec 12, 2018
Mark WronkiewiczinDevelopment SeedWeaving automation into the mapping workflow: adding AI to the Tasking ManagerCreating maps from satellite imagery is a tedious task. Objects we often care about mapping (e.g., buildings and roads) lie in a complex…Sep 14, 2018Sep 14, 2018
Mark WronkiewiczinDevelopment SeedMapping buildings with help from machine learningOver half the world’s population lives in urban areas, many in unplanned urban sprawl. The high rate of urbanization is a major challenge…Jun 29, 2018Jun 29, 2018
Mark WronkiewiczinDevelopment SeedRealistic expectations for applied machine learningArtificial intelligence is not magic. It may be portrayed like magic — we see big advancements like autonomous cars, superhuman Atari game…Jun 4, 2018Jun 4, 2018
