Martha Morrissey
Machine Learning Engineer at Development Seed
Talks
ML-Enabler: Enabling Rapid Machine Learning Inference of School Mapping in Asia, Africa and South America
ML-Enabler is an open source model inferencing tool with a UI that acts as a github for models, allows users to run inference at scale, validate model predictions, integrate with common OSM mapping tools like Map Roulette. We will discuss how Development Seed used ML-Enabler to facilitate model inference to detect previously unmapped schools over 71 million zoom 18 tiles over multiple countries in Africa, Asia, and South America as part of UNICEF’s Project Connect initiative.