Towards Explaining Satellite Based Poverty Predictions with Convolutional Neural Networks

Hamid Sarmadi, Thorsteinn Rögnvaldsson, Nils Roger Carlsson +3

Deep convolutional neural networks (CNNs) have been shown to predict poverty and development indicators from satellite images with surprising accuracy. This paper presents a first…