BarakOshri/infrastructure-mapping

Mapping infrastructure in Africa using satellite imagery and survey data # 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 = {doi.acm.org, doi = {10.1145/3219819.3219924}, acmid = {3219924}, publisher = {ACM}, address = {New York, NY, USA}, keywords = {applied computing, computer vision, computing methodologies, economics, neural networks}, } ```