PhD project at the Department of Ecoscience, Aarhus University, with a focus on automated and scalable biodiversity monitoring. The research is broadly applicable and includes the development of machine learning models, pipelines, and associated hardware for capturing, counting, and identifying insects from images, with a particular focus on moths.