GomapClustering

This repository is meant to ease the reproducibility of the work presented in the paper Geolocating Traffic Signs using Large Imagery Datasets. The devcontainer feature used in this repository hopefully lowers the effort of running the provided code. Further, all data used in the paper can be found in the data folder with the exception of the imagery. Due to file size constraints, imagery can be downloaded via this link. The link provides 12,986 high resolution images, which can be used for academic use (remember to cite).

Requirements

• Visual Studio Code
• Docker Desktop

Instructions

1. Open this repository in Visual Studio Code.
2. Install the recommended extension(s).
3. Press the Reopen in Container button appearing in the bottom right corner of the VS Code window.
   • If no such button appears, press the F1 key on the keyboard.
   • Write Remote-Containers: Reopen in Container and press enter.
4. Wait for Docker to build the image and launch the container
5. You should now be able to execute the code.

Git Issues

If you have issues with git within the container environment, please check out this page.

Citing

Are you using GoMapClustering or any of its resources, please cite out paper in your work.

@inproceedings{gomapclustering,
  author =       {Kasper F. Pedersen and Kritian Torp},
  title =        {Geolocating Traffic Signs using Large Imagery Datasets},
  booktitle =    {Proceedings of the 17th International Symposium on Spatial and Temporal Databases, {SSTD} 2021, August 23-25, 2021},
  publisher =    {{ACM}},
  year =         {2021}
}