3 papers
cs.CV2026
Automated Marine Biofouling Assessment: Benchmarking Computer Vision and Multimodal LLMs on the Level of Fouling Scale
Brayden Hamilton, Tim Cashmore, Peter Driscoll +2
Marine biofouling on vessel hulls poses major ecological, economic, and biosecurity risks. Traditional survey methods rely on diver inspections, which are hazardous and limited in…
cs.LG2024
Utilising Explainable Techniques for Quality Prediction in a Complex Textiles Manufacturing Use Case
Briony Forsberg, Dr Henry Williams, Prof Bruce MacDonald +3
This paper develops an approach to classify instances of product failure in a complex textiles manufacturing dataset using explainable techniques. The dataset used in this study wa…
cs.CV2024
Textile Anomaly Detection: Evaluation of the State-of-the-Art for Automated Quality Inspection of Carpet
Briony Forsberg, Dr Henry Williams, Prof Bruce MacDonald +2
In this study, state-of-the-art unsupervised detection models were evaluated for the purpose of automated anomaly inspection of wool carpets. A custom dataset of four unique types…