Update README.md

README.md

@@ -58,7 +58,7 @@ learning methods, and will continue to grow with new modalities and annotations.
 
 ### 🗂️ Data Modalities Overview
 
-
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@@ -119,9 +119,9 @@ learning methods, and will continue to grow with new modalities and annotations.
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+</center>
 
-
-<p align="center"><img src="datacard_imgs/FLAIR-HUB_Patches.png" alt="" style="width:100%;max-width:1300px;" /></p>
+<p align="center"><img src="datacard_imgs/FLAIR-HUB_Patches_Hori.png" alt="" style="width:100%;max-width:1300px;" /></p>
 
 
 
@@ -150,7 +150,6 @@ LPIS captures declared land use, and the two differ in purpose, precision, and s
 
 ### 📚 How to Cite
 
-If you use FLAIR-HUB in your research, please cite:
 
 ```
 Anatol Garioud, Sébastien Giordano, Nicolas David, Nicolas Gonthier. 
@@ -163,7 +162,7 @@ DOI: https://doi.org/10.13140/RG.2.2.30183.73128/1
   doi = {10.13140/RG.2.2.30183.73128/1},
   url = {https://arxiv.org/pdf/2211.12979.pdf},
   author = {Garioud, Anatol and Giordano, Sébastien and David, Nicolas and Gonthier, Nicolas},
-  title = {FLAIR #1: semantic segmentation and domain adaptation dataset},
+  title = {FLAIR-HUB : Large-scale Multimodal Dataset for Land Cover and Crop Mapping},
   publisher = {arXiv},
   year = {2025}
 }