update readme

README.md

@@ -1,3 +1,33 @@
 ---
 license: mit
+library_name: DEO-FM
+datasets:
+  - ibm-esa-geospatial/TerraMesh
+tags:
+  - Earth Observation
+  - DEO
 ---
+---
+[![Website](https://img.shields.io/badge/Website-DEO-1c8d39)](https://wolfilip.github.io/DEO/)
+[![Code](https://img.shields.io/badge/Code-DEO-1c8d39?logo=github)](https://github.com/wolfilip/DEO-FM)
+[![arXiv](https://img.shields.io/badge/arXiv-2504.11171-b31b1b?logo=arxiv)](https://arxiv.org/abs/2602.19863)
+
+Swin-b model for the method DEO, from the paper Brewing Stronger Features: Dual-Teacher Distillation for Multispectral Earth Observation.
+
+<div align="center">
+  <image src="assets/splash_image.png" width="600px" />
+  <p></p>
+</div>
+
+## Citing DEO
+
+If you like what we do, please consider citing us:
+```
+@article{wolf2026brewing,
+  title={Brewing Stronger Features: Dual-Teacher Distillation for Multispectral Earth Observation},
+  author={Wolf, Filip and Rolih, Blaž and Čehovin Zajc, Luka},
+  journal={arXiv preprint arXiv:2602.19863},
+  year={2026},
+  url={https://arxiv.org/abs/2602.19863}
+}
+```