City Modelling Lab
City Modelling Lab
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Street-Level Images
Self-Supervised Learning Unveils Urban Change from Street-Level Images
Cities around the world are grappling with multiple interconnected challenges, including population growth, shortage of affordable and …
Steven Stalder
,
Michele Volpi
,
Nicolas Büttner
,
Stephen Law
,
Kenneth Harttgen
,
Esra Suel
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DOI
Multimodal Deep Learning from Satellite and Street-Level Imagery for Measuring Income, Overcrowding, and Environmental Deprivation in Urban Areas
Data collected at large scale and low cost (e.g. satellite and street level imagery) have the potential to substantially improve …
Esra Suel
,
Samir Bhatt
,
Michael Brauer
,
Seth Flaxman
,
Majid Ezzati
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DOI
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