This study sets out to investigate the improvements that could be achieved through automated methods of image analysis to establish the relationship between the reduction in ICV and brain atrophy, and describe the patterns of ICV change in CLN5‐affected Borderdale, CLN6‐affected South Hampshire, and unaffected control sheep. Here, CLN6 is linked to Brain atrophy.