measures of neighborhood appearance. Here, we introduce a computer vision method to quantify change in physical appearance of …. We find that the strongest predictors of improvement in a neighborhood's physical appearance are population density and … monthly rent, do not predict improvement in physical appearance. We also find that neighborhood appearances converge to the …