So2Sat POP -- A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale. (arXiv:2204.08524v1 [cs.LG])

Obtaining a dynamic population distribution is key to many decision-making
processes such as urban planning, disaster management and most importantly
helping the government to better allocate socio-technical supply. For the
aspiration of these objectives, good population data is essential. The
traditional method of collecting population data through the census is
expensive and tedious. In recent years, machine learning methods have been
developed to estimate the population distribution. Most of the methods use data
sets that are either developed on a …

arxiv benchmark continental data data set population scale set space