Marine growth challenges the structural integrity of offshore structures due to increased hydro dynamical loads. As a consequence, marine growth cleaning on offshore structures has been performed for many years. While the industry has shifted from driver-assisted to cleaning driven by remotely operated vehicles, the process remains costly and ineffective. This presentation explores the possibilities for introducing an increased level of automation for marine growth removal, inspection, and classification using the ACOMAR.