HackerPapers

arXiv:2205.01671cs.CV

The scope for AI-augmented interpretation of building blueprints in commercial and industrial property insurance

Long Chen, Mao Ye, Alistair Milne, John Hillier, Frances Oglesby

HN submission. Found in a submission link or body. Submitters do not count as commenters in the main ranking; a submission is not an endorsement.

Abstract

This report, commissioned by the WTW research network, investigates the use of AI in property risk assessment. It (i) reviews existing work on risk assessment in commercial and industrial properties and automated information extraction from building blueprints; and (ii) presents an exploratory 'proof-of concept-solution' exploring the feasibility of using machine learning for the automated extraction of information from building blueprints to support insurance risk assessment.

arXiv comments
36 pages, 30 figures. arXiv admin note: text overlap with arXiv:1907.09408 by other authors
Journal reference
DOI
Subjects
cs.CVComputer Vision and Pattern Recognition cs.AIArtificial Intelligence cs.LGMachine Learning eess.IVImage and Video Processing

On Hacker News

No comments linking this paper were found in the collected sources. Found in 1 HN submission from May 2022 to May 2022. Open submission discussions.

Comments linking this paper, per year.

Discussed in comments0 threads

No comments linking this paper were found in the collected sources. Open submission discussions.

Submitted to Hacker News

Connected through shared HN threads, not inferred similarity or a recommendation.