This series of articles is intended to guide you through the program workflow that implements detection of watchtowers that Romans built along the frontier fortification called Limes Germanicus, also simply referred to as the Limes. The Limes separated the Roman Empire from the outer world. We will focus on the limes that stood between the
Before any detection model can be created we need to feed the model with a knowledge about the domain, where the model will be applied. Let’s call this feeding phase learning. Our domain is archeology and detection of sites in LIDAR with a historical value. There are different strategies how to approach the problem of