Update README

README.md

@@ -3,37 +3,75 @@ license: cc0-1.0
 dataset_info:
   config_name: ucmerced_landuse
   features:
-  - name: img
-    dtype: image
-  - name: label
-    dtype:
-      class_label:
-        names:
-          '0': agricultural
-          '1': airplane
-          '2': baseballdiamond
-          '3': beach
-          '4': buildings
-          '5': chaparral
-          '6': denseresidential
-          '7': forest
-          '8': freeway
-          '9': golfcourse
-          '10': harbor
-          '11': intersection
-          '12': mediumresidential
-          '13': mobilehomepark
-          '14': overpass
-          '15': parkinglot
-          '16': river
-          '17': runway
-          '18': sparseresidential
-          '19': storagetanks
-          '20': tenniscourt
+    - name: img
+      dtype: image
+    - name: label
+      dtype:
+        class_label:
+          names:
+            "0": agricultural
+            "1": airplane
+            "2": baseballdiamond
+            "3": beach
+            "4": buildings
+            "5": chaparral
+            "6": denseresidential
+            "7": forest
+            "8": freeway
+            "9": golfcourse
+            "10": harbor
+            "11": intersection
+            "12": mediumresidential
+            "13": mobilehomepark
+            "14": overpass
+            "15": parkinglot
+            "16": river
+            "17": runway
+            "18": sparseresidential
+            "19": storagetanks
+            "20": tenniscourt
   splits:
-  - name: train
-    num_bytes: 406563
-    num_examples: 2100
+    - name: train
+      num_bytes: 406563
+      num_examples: 2100
   download_size: 332468434
   dataset_size: 406563
 ---
+
+This is a 21 class land use image dataset meant for research purposes.
+
+There are 100 images for each of the following classes:
+
+- agricultural
+- airplane
+- baseballdiamond
+- beach
+- buildings
+- chaparral
+- denseresidential
+- forest
+- freeway
+- golfcourse
+- harbor
+- intersection
+- mediumresidential
+- mobilehomepark
+- overpass
+- parkinglot
+- river
+- runway
+- sparseresidential
+- storagetanks
+- tenniscourt
+
+Each image measures 256x256 pixels.
+
+The images were manually extracted from large images from the USGS National Map Urban Area Imagery collection for various urban areas around the country. The pixel resolution of this public domain imagery is 1 foot.
+
+### Original Dataset Source
+
+For more information about the original UC Merced Land Use dataset, please visit the official dataset page:
+
+[UC Merced Land Use Dataset](http://weegee.vision.ucmerced.edu/datasets/landuse.html)
+
+Please refer to the original dataset source for any additional details, citations, or specific usage guidelines provided by the dataset creators.