Integrating machine-based image analysis into the sustainable development of Scottish aquaculture (IMBASSA)

My research focuses on capturing images of maerl beds and using computer vision tools to assess their health. Working with the Scottish aquaculture industry and its regulators, we aim to improve the monitoring of environmental impacts to aid in the sustainable development of the industry.

Key areas include:

Procedures for surveying with remotely operated vehicles (ROVs)

Image colour correction

Maerl ecology

Image analysis using convolutional neural networks

Supervisors: Dr Tom Wilding, Dr John Halpin, Dr Joe Marlow, Dr Rachel Shucksmith

Start date: October 2025

Funder: SAMS, MOWI Scotland, Scottish Sea Farms