---
title: Plonk
emoji: 👀
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 4.27.0
app_file: app.py
pinned: false
license: mit
---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
![teaser.png](teaser.png)
# OpenStreetView-5M <br><sub>The Many Roads to Global Visual Geolocation 📍🌍</sub>

OpenStreetView-5M is hosted at [huggingface/datasets/osv5m/osv5m](https://huggingface.co/datasets/osv5m/osv5m)
Demo for [OpenStreetView-5M: The Many Roads to Global Visual Geolocation](https://imagine.enpc.fr/~guillaume-astruc/osv-5m).  

**First authors:** [Guillaume Astruc](https://gastruc.github.io/), [Nicolas Dufour](https://nicolas-dufour.github.io/), [Ioannis Siglidis](https://imagine.enpc.fr/~siglidii/)  
**Second authors:** [Constantin Aronssohn](), Nacim Bouia, [Stephanie Fu](https://stephanie-fu.github.io/), [Romain Loiseau](https://romainloiseau.fr/), [Van Nguyen Nguyen](https://nv-nguyen.github.io/), [Charles Raude](https://imagine.enpc.fr/~raudec/), [Elliot Vincent](https://imagine.enpc.fr/~vincente/), Lintao XU, Hongyu Zhou  
**Last author:** [Loic Landrieu](https://loiclandrieu.com/)  
**Research Institute:** [Imagine](https://imagine.enpc.fr/), _LIGM, Ecole des Ponts, Univ Gustave Eiffel, CNRS, Marne-la-Vallée, France_  

OpenStreetView-5M is the first large-scale open geolocation benchmark of streetview images.  
To get a sense of the difficulty of the benchmark, you can play our [demo](https://huggingface.co/spaces/osv5m/plonk).  
Our dataset was used in an extensive benchmark of which we provide the best model.  
For more details and results, please check out our [paper](arxiv) and [project page](https://imagine.enpc.fr/~guillaume-astruc/osv-5m).  

### Citing 💫

```bibtex
@article{osv5m,
    title = {{OpenStreetView-5M}: {T}he Many Roads to Global Visual Geolocation},
    author = {Astruc, Guillaume and Dufour, Nicolas and Siglidis, Ioannis
      and Aronssohn, Constantin and Bouia, Nacim and Fu, Stephanie and Loiseau, Romain
      and Nguyen, Van Nguyen and Raude, Charles and Vincent, Elliot and Xu, Lintao
      and Zhou, Hongyu and Landrieu, Loic},
    journal = {CVPR},
    year = {2024},
  }
```