2 ms·
Link to paper (“Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States”): http://www.pnas.org/
by js2 9y ago
Link to paper (“Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States”):
http://www.pnas.org/content/114/50/13108.full.pdf http://www.pnas.org/content/114/50/13108.full.pdf
- jimmytucson 9y agoThe title reads a little disingenuous. Aren’t they using deep learning and Google Street View to predict the make, model, and year of a vehicle? Then, separately, they’re using predicted vehicle information to guess the demographic traits of the person who lives there. Still, applying image recognition on Google Street View is a pretty cool idea. The location information gives you a whole other set of data to join with. For example, you could recognize flags hanging on people’s houses and join that with immigration data (there are a lot of Italian flags where I live), or recognize species of trees and join that with climate data.