All Outputs (4)

A novel system for automated continuous on-farm assessment of digital dermatitis using Artificial Intelligence (2025)
Journal Article

Digital dermatitis (DD) is a major cause of lameness in cattle, significantly affecting animal well-being and reducing productivity across the dairy industry. This paper introduces a novel system combining innovative hardware coupled with a two-stage... Read More about A novel system for automated continuous on-farm assessment of digital dermatitis using Artificial Intelligence.

Estimating household water storage from images: A machine learning approach (2025)
Journal Article

Whilst much research focusses on challenges related to achieving SDG 6.1 (universal and equitable access to safe and affordable drinking water), there has been less attention to challenges of safe transport, storage and use of collected water. In par... Read More about Estimating household water storage from images: A machine learning approach.

A two-stage approach using YOLO for automated assessment of digital dermatitis within Dairy Cattle (2024)
Presentation / Conference Contribution

Digital dermatitis stands as a primary cause of lameness in dairy cows, significantly impacting various facets of productivity. This paper proposes an innovative two-stage vision system aimed at early detection of digital dermatitis (DD) lesions, ult... Read More about A two-stage approach using YOLO for automated assessment of digital dermatitis within Dairy Cattle.

Estimating water storage from images (2024)
Presentation / Conference Contribution

This paper introduces a novel approach to estimate domestic water storage within households by leveraging the classical computer vision technique of object detection. Ensuring universal access to safe drinking water is a critical component of achievi... Read More about Estimating water storage from images.