Mapping infrastructure in Africa using satellite imagery and survey data
This repository is intended to be placed in the same directory as the data and other files. That is,
/my_bucket
codebook.pdf
data.csv
infrastructure-mapping.git
/sattelite_imagery
If you use this code for your research, please cite our paper:
@inproceedings{Oshri:2018:IQA:3219819.3219924,
author = {Oshri, Barak and Hu, Annie and Adelson, Peter and Chen, Xiao and Dupas, Pascaline and Weinstein, Jeremy and Burke, Marshall and Lobell, David and Ermon, Stefano},
title = {Infrastructure Quality Assessment in Africa Using Satellite Imagery and Deep Learning},
booktitle = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery \&\#38; Data Mining},
series = {KDD '18},
year = {2018},
isbn = {978-1-4503-5552-0},
location = {London, United Kingdom},
pages = {616--625},
numpages = {10},
url = {http://doi.acm.org/10.1145/3219819.3219924},
doi = {10.1145/3219819.3219924},
acmid = {3219924},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {applied computing, computer vision, computing methodologies, economics, neural networks},
}