This repository has the code needed to go along with the Methods in Ecology and Evolution manuscript "Drones and Convolutional Neural Networks Facilitate Automated and Accurate Cetacean Species Identification and Photogrammetry." The model is included with this release and all other data is openly available on Data Dryad at http://doi.org/10.5061/dryad.7482v2n.