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A multi-glimpse deep learning architecture to estimate socioeconomic census metrics in the context of extreme scope variance
Abstract Convolutional Neural Networks (CNNs) are leveraged for a wide range of satellite
imagery information extraction tasks. However, for tasks which seek to estimate aggregated …
imagery information extraction tasks. However, for tasks which seek to estimate aggregated …
Predicting Protests and Riots in Urban Environments With Satellite Imagery and Deep Learning
S Warnke, D Runfola - Transactions in GIS, 2024 - Wiley Online Library
Conflict, manifesting as riots and protests, is a common occurrence in urban environments
worldwide. Understanding their likely locations is crucial to policymakers, who may (for …
worldwide. Understanding their likely locations is crucial to policymakers, who may (for …