Will Alexander is a Research Assistant under Professor Min Chen on the Innovate UK IMATOD project. He is working with a consortium of international real estate and surveying companies to build a machine-learned system capable of automatic property valuation, utilising as input 360-degree images of rooms. Will completed a Master’s in Engineering Science at the University of Oxford in 2020.
- Computer Vision, specifically CNNs applied to images in non-standard projections
- Supervised Learning to produce versatile, modular systems
- Efficient, cross-platform deployment of deep-learned systems in industry
IMATOD: Property valuation using CNNs on 360-degree images, applied in industry
HypoML: Visual Analysis for Hypothesis-based Evaluation of
Machine Learning Models - IEEE TVCG (Feb 2021)