Add dataset README with metadata

README.md

@@ -17,71 +17,12 @@ task_categories:
 - image-classification
 task_ids:
 - multi-label-image-classification
-pretty_name: mars-multi-label-classification
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: val
-    path: data/val-*
-  - split: test
-    path: data/test-*
-  - split: few_shot_train_10_shot
-    path: data/few_shot_train_10_shot-*
-  - split: few_shot_train_15_shot
-    path: data/few_shot_train_15_shot-*
-  - split: few_shot_train_1_shot
-    path: data/few_shot_train_1_shot-*
-  - split: few_shot_train_20_shot
-    path: data/few_shot_train_20_shot-*
-  - split: few_shot_train_2_shot
-    path: data/few_shot_train_2_shot-*
-  - split: few_shot_train_5_shot
-    path: data/few_shot_train_5_shot-*
-dataset_info:
-  features:
-  - name: image
-    dtype: image
-  - name: labels
-    sequence: int8
-  - name: feature_names
-    sequence: string
-  splits:
-  - name: train
-    num_bytes: 189511167.738
-    num_examples: 1762
-  - name: val
-    num_bytes: 48685102.0
-    num_examples: 443
-  - name: test
-    num_bytes: 78350787.0
-    num_examples: 739
-  - name: few_shot_train_10_shot
-    num_bytes: 12072390.0
-    num_examples: 128
-  - name: few_shot_train_15_shot
-    num_bytes: 16781171.0
-    num_examples: 175
-  - name: few_shot_train_1_shot
-    num_bytes: 1499051.0
-    num_examples: 16
-  - name: few_shot_train_20_shot
-    num_bytes: 21623151.0
-    num_examples: 220
-  - name: few_shot_train_2_shot
-    num_bytes: 2605778.0
-    num_examples: 30
-  - name: few_shot_train_5_shot
-    num_bytes: 6184131.0
-    num_examples: 67
-  download_size: 380702358
-  dataset_size: 377312728.73800004
+pretty_name: MER - Mars Exploration Rover Dataset
 ---
 
-# mars-multi-label-classification
+# MER - Mars Exploration Rover Dataset
 
-A Mars image multi-label classification dataset for planetary science research.
+A multi-label classification dataset containing Mars images from the Mars Exploration Rover (MER) mission for planetary science research.
 
 ## Dataset Metadata
 
@@ -126,7 +67,32 @@ The dataset contains the following classes:
 - **train**: 1762 images
 - **val**: 443 images
 - **test**: 739 images
-
+- **few_shot_train_10_shot**: 128 images
+- **few_shot_train_15_shot**: 175 images
+- **few_shot_train_1_shot**: 16 images
+- **few_shot_train_20_shot**: 220 images
+- **few_shot_train_2_shot**: 30 images
+- **few_shot_train_5_shot**: 67 images
+
+## Few-shot Splits
+
+This dataset includes the following few-shot training splits:
+
+- **few_shot_train_10_shot**: 128 images
+- **few_shot_train_15_shot**: 175 images
+- **few_shot_train_1_shot**: 16 images
+- **few_shot_train_20_shot**: 220 images
+- **few_shot_train_2_shot**: 30 images
+- **few_shot_train_5_shot**: 67 images
+
+Few-shot configurations:
+
+- **10_shot.csv**
+- **15_shot.csv**
+- **1_shot.csv**
+- **20_shot.csv**
+- **2_shot.csv**
+- **5_shot.csv**
 ## Format
 
 Each example in the dataset has the following format: