The Fleet Support Service (SSF) provides high-definition images and videos captured by drones flying around a naval frigate. These data sets have been used to generate a detailed 3D model of the ship’s exterior structure via photogrammetry. Currently, inspection of the ship’s hull, superstructure, and critical external components is performed manually by experts reviewing visual footage and 3D reconstructions. This is time-consuming and prone to human oversight.