Measuring and modelling perceptions of the built environment for epidemiological research using crowd-sourcing and image-based deep learning models
Andrew Larkin, Ajay Krishna, Lizhong Chen, Ofer Amram, Ally R. Avery, Glen E. Duncan, Perry Hystad
Topics & Concepts
PerceptionCrowdsourcingDeep learningTransfer of learningArtificial intelligenceBuilt environmentComputer sciencePairwise comparisonQuality (philosophy)Image qualityData scienceMachine learningImage (mathematics)PsychologyEngineeringWorld Wide WebNeurosciencePhilosophyEpistemologyCivil engineeringUrban Green Space and HealthUrban Transport and AccessibilityIndoor Air Quality and Microbial Exposure