Neighbourhood looking glass: 360º automated characterisation of the built environment for neighbourhood effects research

摘要

BackgroundNeighbourhood quality has been connected with an array of health issues, but neighbourhood research has been limited by the lack of methods to characterise large geographical areas. This study uses innovative computer vision methods and a new big data source of street view images to automatically characterise neighbourhood built environments.