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

The United States spends more than $250 million each year on the American Community Survey (ACS), a labor-intensive door-to-door study that measures statistics relating to race, gender, education, occupation, unemployment, and other demographic factors. Although a comprehensive source of data, the l...

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Detalles Bibliográficos
Publicado en:Proc Natl Acad Sci U S A
Autores principales: Gebru, Timnit, Krause, Jonathan, Wang, Yilun, Chen, Duyun, Deng, Jia, Aiden, Erez Lieberman, Fei-Fei, Li
Formato: Artigo
Lenguaje:Inglês
Publicado: National Academy of Sciences 2017
Materias:
Physical Sciences
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5740675/
https://ncbi.nlm.nih.gov/pubmed/29183967
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1700035114
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