Counting Yurts in Mongolia: A Machine Learning Adventure

This article details the author's journey in counting the number of yurts (gers) in Mongolia using machine learning. The author meticulously documents the process, from data acquisition using Google Maps satellite imagery and model training with YOLO, to deployment on a Docker Swarm cluster leveraging multiple GPUs. The project highlights the challenges of processing vast geographical datasets and the innovative solutions employed. The final count reveals a surprising number of yurts, offering insights into Mongolia's unique blend of traditional nomadic culture and modern urbanization.