Scripts for: Automated single species identification in camera trap images: architecture choice, training strategies, and the interpretation of performance metrics, Burkard et al. (2024) EcoEvoRxiv (https://doi.org/10.32942/X2VW4V). A pipeline developed to train, evaluate and apply computer vision models to recognize the grey heron (Ardea cinerea) in camera trap data. Methods are described in preprint Burkard et al. (2024). Models trained and compared are a classification algorithm (MobileNetV2) and an object detection algorithm (YOLOv5x6).