Combining deep learning and crowdsourcing geo-images to predict housing quality in rural China. (arXiv:2208.06997v1 [cs.LG])

Housing quality is an essential proxy for regional wealth, security and
health. Understanding the distribution of housing quality is crucial for
unveiling rural development status and providing political proposals.
However,present rural house quality data highly depends on a top-down,
time-consuming survey at the national or provincial level but fails to unpack
the housing quality at the village level. To fill the gap between accurately
depicting rural housing quality conditions and deficient data,we collect
massive rural images and invite users to …

arxiv china crowdsourcing deep learning images learning lg quality