TIL pipeline Yndex is using for turning satellite images into maps
Step by step guide of building machine learning microservice taking image in POST HTTP request and returning JSON Scala + MXNet = Microservice with neural net in prod (Russian). Dockerised. TODO: write such guide for Swift.
How to turn satellite images into maps. Computer vision in Yandex (Russian). Neural nets are used to detect buildings on aerial images: they use semantic segmentation for that instead of object detection. And there is a valid reason for that explained in post.