WALDO is a detection AI model built on a large YOLO-v8 backbone with a synthetic data pipeline. It detects objects including vehicles, people, buildings, utility poles, boats, and infrastructure in overhead imagery ranging from drone altitude to satellite imagery. The model is designed to help drones identify and avoid obstacles and objects of interest in aerial navigation scenarios.