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infrastructure-mapping's Introduction

infrastructure-mapping

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

Citation

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},
} 

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