---
license: apache-2.0
---
*(Note that this model is for comparison purposes only.
A better performing model can be found [here](https://huggingface.co/tostyfrosty/controlearth).)*

# Model description

ControlNet model conditioned on OpenStreetMaps (OSM) to generate
the corresponding satellite images.

Trained on the region of Scotland.

*To access the **better performing model** trained on the WorldImagery Clarity dataset, see [this model](https://huggingface.co/tostyfrosty/controlearth).*

## Dataset used for training
The dataset used for the training procedure is the
[WorldImagery dataset](https://www.arcgis.com/home/item.html?id=10df2279f9684e4a9f6a7f08febac2a9).
This dataset is qualitatively worse than its predecessor
[WorldImagery Clarity dataset](https://www.arcgis.com/home/item.html?id=ab399b847323487dba26809bf11ea91a).

The code for the dataset construction can be accessed in https://github.com/miquel-espinosa/map-sat.

![examples image](https://raw.githubusercontent.com/tostyfrosty/map-sat/main/imgs/examples-controlnet-sct.png)