Introduction Coral reefs are among the most vital and diverse ecosystems on the planet, providing habitats for marine life, supporting fisheries, and protecting coastlines. However, they are increasingly threatened by outbreaks of Crown-of-Thorns Starfish (COTS), a coral-eating predator capable of causing large-scale reef destruction. Traditional monitoring methods rely on manual diver surveys, which are time-consuming, labour...