Projects

SP-Survey
An open-source platform for streetscape perception research.
SP-Survey
VoxCity
A one-stop Python package for open geospatial data integration, 3D city model generation, and urban environment simulation.
VoxCity
OpenFACADES
An open framework for architectural caption and attribute data enrichment via street view imagery.
OpenFACADES
SPECS
An open framework for architectural caption and attribute data enrichment via street view imagery.
SPECS
ZenSVI
An open-source Python package to streamline your projects relying on Street View Imagery (SVI), from their download to analysis.
ZenSVI
NUS Global Streetscapes
A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics
NUS Global Streetscapes
3D City Index
Assessing and benchmarking 3D city models
3D City Index
Global Building Morphology Indicators
Understanding the building form around the world
Global Building Morphology Indicators
Open Government Building Data
Exploring Open Government Building Data
Open Government Building Data
Roofpedia
Mapping Roofscapes with AI
Roofpedia