House Price Prediction using Satellite Imagery

05/13/2021

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by   Sina Jandaghi Semnani, et al.

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In this paper we show how using satellite images can improve the accuracy of housing price estimation models. Using Los Angeles County's property assessment dataset, by transferring learning from an Inception-v3 model pretrained on ImageNet, we could achieve an improvement of  10 to two baseline models that only use non-image features of the house.