Update README.md

README.md

@@ -23,10 +23,10 @@ Each data tile covers an area of 4480m x 4480m (448x448 pixels at 10m/pixel) and
 
 ## Areas of Interest
 
-Our areas of interest (AOIs) span China, Conus, Europe, the Middle East, Pakin, and South America. For each region, we randomly sample 5000 data tiles (3000 for training, and 1000 for validation and testing) to create the M3LEO-miniset.
+Our areas of interest (AOIs) span China, Conus, Europe, the Middle East, Pakin, and South America.
 Each AOI has a '.geojson' file associated with the geometries and identifiers of each data tile. 
 
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/665367aa9ccb17d96757c105/0YA0WIAnucOV4Xf5X32uf.png)
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6654439bb1181f7d10a4789b/cPUTp2xzmrG0csjywrDm4.png)
 
 ## Train-Test-Validation Splits
 
@@ -41,7 +41,7 @@ As of now, M3LEO contains data from 2018 to 2020 for SAR and optical imagery and
 
 The M3LEO dataset spans 9 diverse EO data types, covering input EO imagery and associated labels.
 
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/6654439bb1181f7d10a4789b/fUksYFaqan5MtC6ZubDcV.png)
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6654439bb1181f7d10a4789b/v89UGqTNanmt7mllEltIa.png)
 
 #### Synthetic Aperture Radar Datasets