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Will Alexander MEng

Researcher

Biography

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.

Most Recent Publications

HypoML: visual analysis for hypothesis-based evaluation of machine learning models

Wang Q et al. (2020), IEEE Transactions on Visualization and Computer Graphics, 1-1

Research Interests

  • 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

Current projects

IMATOD: Property valuation using CNNs on 360-degree images, applied in industry

Research Groups

Related Academics

Most Recent Publications

HypoML: visual analysis for hypothesis-based evaluation of machine learning models

Wang Q et al. (2020), IEEE Transactions on Visualization and Computer Graphics, 1-1

Publications

 

HypoML: Visual Analysis for Hypothesis-based Evaluation of
Machine Learning Models - IEEE TVCG (Feb 2021)

 

Most Recent Publications

HypoML: visual analysis for hypothesis-based evaluation of machine learning models

Wang Q et al. (2020), IEEE Transactions on Visualization and Computer Graphics, 1-1