Inference of socioeconomic indicators based on street images using deep learning

Undergraduate thesis presented at the University of São Paulo. Abstract: Using street images extracted from Google Street View and demographic data from the 2010 IBGE Census, this study proposes a predictive model based on deep learning to be used as an estimator of socioeconomic indicators. In addition, it presents the intermediate experiments and the adjustments that were made to the methodology of the final experiment. via: pcs.usp.brAcknowledgments: The PARSEC project is funded by the Belmont Forum, Collaborative Research Action on Science-Driven e-Infrastructures Innovation