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Jul, 2024
KidSat:儿童贫困地图数据集与基准
KidSat: satellite imagery to map childhood poverty dataset and benchmark
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Makkunda Sharma, Fan Yang, Duy-Nhat Vo, Esra Suel, Swapnil Mishra...
TL;DR
使用卫星图像和高质量的儿童贫困调查数据构建数据集,通过测试空间和时间的泛化能力,对多个模型进行基准测试,提供了构建卫星数据集的开源代码。
Abstract
satellite imagery
has emerged as an important tool to analyse demographic, health, and development indicators. While various
deep learning models
have been built for these tasks, each is specific to a particular
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