BriefGPT.xyz
Nov, 2017
利用公共Landsat 7卫星图像和机器学习进行贫困预测
Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning
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Anthony Perez, Christopher Yeh, George Azzari, Marshall Burke, David Lobell...
TL;DR
使用 Landsat 7 卫星采集的多光谱卫星图像，训练 CNN 模型可以准确地测量发展中国家地方经济生计，即使图像分辨率较低，仍能超越以往的基准结果。
Abstract
Obtaining detailed and reliable data about local
economic livelihoods
in
developing countries
is expensive, and data are consequently scarce. Previous work has shown that it is possible to measure local-level
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