Update README.md

README.md

@@ -31,6 +31,56 @@ The creation of this dataset involved three key activities:
 
 This dataset was introduced in our **paper/repository**: [RSDiX: Lightweight and Data-Efficient VLMs for Remote Sensing through Self-Distillation](https://github.com/NeuRoNeLab/RSDiX-CLIP). Please refer to it for further details on data collection, captioning methodology, and use cases.
 
+
+<table>
+  <tr>
+    <td align="center">
+      <img src="S2LCD_images/S2A_L1C_20150925_N0204R065_160.tif" width="200"><br>
+      <strong>References:</strong><br>
+      <em>
+        Coastal hamlet near forest and water body.<br>
+        Water body surrounded by buildings and forest.<br>
+        Small coastal built-up area.<br>
+        Dense forestry coverage and water body.<br>
+        Abiotic artificial surface and forest coverage.
+      </em>
+    </td>
+    <td align="center">
+      <img src="S2LCD_images/S2A_L1C_20150925_N0204R065_751.tif" width="200"><br>
+      <strong>References:</strong><br>
+      <em>
+        Rocky areas with spread vegetation and sporadic snow coverage.<br>
+        Abiotic natural surface with permanent herbaceous and forest areas near snow coverage.<br>
+        Dense forest and bare soil.<br>
+        Wood and herbaceous coverage in mountain context.<br>
+        Forest area next to grasslands and snow coverage.
+      </em>
+    </td>
+    <td align="center">
+      <img src="S2LCD_images/S2A_L1C_20150925_N0204R065_363.tif" width="200"><br>
+      <strong>References:</strong><br>
+      <em>
+        Lake surrounded by herbaceous coverage and sporadic trees.<br>
+        Permanent herbaceous coverage surrounding a water body, also close to artificial abiotic surfaces.<br>
+        Woody areas among the grasslands near the town.<br>
+        Small areas of agricultural fields between grasslands with trees in line.<br>
+        Residential area with trees in line near grasslands and woody areas.
+      </em>
+    </td>
+    <td align="center">
+      <img src="S2LCD_images/S2A_L1C_20150925_N0204R065_2381.tif" width="200"><br>
+      <strong>References:</strong><br>
+      <em>
+        Airport areas and a small water body near extensive and intensive cultivated fields <br> with the presence of scattered and isolated buildings and a low density hamlet.<br>
+        Isolated built-up surrounded by cultivated fields near an airport.<br>
+        Small water body next to an airport.<br>
+        Scattered buildings and a small hamlet surrounded by cultivated fields.
+      </em>
+    </td>
+  </tr>
+</table>
+
+
 ## Dataset Structure
 The `dataset_s2lcd.json` file contains caption annotations for Sentinel-2 image patches. Each entry in the `images` array corresponds to a single image patch and includes: