Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Computer vision uncovers predictors of physical urban change

(2017) Nikhil Naik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Combining satellite imagery and machine learning to predict poverty

(2016) N. Jean et al.   SCIENCE

Predicting poverty and wealth from mobile phone metadata

(2015) J. Blumenstock et al.   SCIENCE

Quantitative Analysis of Culture Using Millions of Digitized Books

(2010) J.-B. Michel et al.   SCIENCE

Object Detection with Discriminatively Trained Part-Based Models

(2009) P F Felzenszwalb et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE