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README.md

@@ -1,4 +1,23 @@
 ---
+annotations_creators:
+- expert-generated
+language_creators:
+- found
+language:
+- en
+license:
+- cc-by-4.0
+multilinguality:
+- monolingual
+size_categories:
+- 10K<n<100K
+source_datasets:
+- original
+task_categories:
+- image-classification
+task_ids:
+- multi-class-image-classification
+pretty_name: domars16k
 dataset_info:
   features:
   - name: image
@@ -22,90 +41,110 @@ dataset_info:
           '12': sfx
           '13': smo
           '14': tex
-  splits:
-  - name: train
-    num_bytes: 11691296.703
-    num_examples: 1639
-  - name: test
-    num_bytes: 1897991.0
-    num_examples: 234
-  - name: val
-    num_bytes: 3786838.0
-    num_examples: 469
-  - name: few_shot_train_2_shot
-    num_bytes: 223212.0
-    num_examples: 30
-  - name: few_shot_train_1_shot
-    num_bytes: 17320.0
-    num_examples: 2
-  - name: few_shot_train_10_shot
-    num_bytes: 1144699.0
-    num_examples: 150
-  - name: few_shot_train_5_shot
-    num_bytes: 564037.0
-    num_examples: 75
-  - name: few_shot_train_15_shot
-    num_bytes: 1708374.0
-    num_examples: 225
-  - name: few_shot_train_20_shot
-    num_bytes: 2289212.0
-    num_examples: 300
-  - name: partition_train_0.01x_partition
-    num_bytes: 118960.0
-    num_examples: 15
-  - name: partition_train_0.02x_partition
-    num_bytes: 256497.0
-    num_examples: 30
-  - name: partition_train_0.50x_partition
-    num_bytes: 6052223.0
-    num_examples: 753
-  - name: partition_train_0.20x_partition
-    num_bytes: 2431126.0
-    num_examples: 301
-  - name: partition_train_0.05x_partition
-    num_bytes: 642354.0
-    num_examples: 75
-  - name: partition_train_0.10x_partition
-    num_bytes: 1257051.0
-    num_examples: 151
-  - name: partition_train_0.25x_partition
-    num_bytes: 3027142.0
-    num_examples: 377
-  download_size: 38987813
-  dataset_size: 37108332.703
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: test
-    path: data/test-*
-  - split: val
-    path: data/val-*
-  - split: few_shot_train_2_shot
-    path: data/few_shot_train_2_shot-*
-  - split: few_shot_train_1_shot
-    path: data/few_shot_train_1_shot-*
-  - split: few_shot_train_10_shot
-    path: data/few_shot_train_10_shot-*
-  - split: few_shot_train_5_shot
-    path: data/few_shot_train_5_shot-*
-  - split: few_shot_train_15_shot
-    path: data/few_shot_train_15_shot-*
-  - split: few_shot_train_20_shot
-    path: data/few_shot_train_20_shot-*
-  - split: partition_train_0.01x_partition
-    path: data/partition_train_0.01x_partition-*
-  - split: partition_train_0.02x_partition
-    path: data/partition_train_0.02x_partition-*
-  - split: partition_train_0.50x_partition
-    path: data/partition_train_0.50x_partition-*
-  - split: partition_train_0.20x_partition
-    path: data/partition_train_0.20x_partition-*
-  - split: partition_train_0.05x_partition
-    path: data/partition_train_0.05x_partition-*
-  - split: partition_train_0.10x_partition
-    path: data/partition_train_0.10x_partition-*
-  - split: partition_train_0.25x_partition
-    path: data/partition_train_0.25x_partition-*
 ---
+
+# domars16k
+
+A Mars image classification dataset for planetary science research.
+
+## Dataset Metadata
+
+* **License:** CC-BY-4.0 (Creative Commons Attribution 4.0 International)
+* **Version:** 1.0
+* **Date Published:** 2025-05-12
+* **Cite As:** TBD
+
+## Classes
+
+This dataset contains the following classes:
+
+- 0: aec
+- 1: ael
+- 2: cli
+- 3: cra
+- 4: fse
+- 5: fsf
+- 6: fsg
+- 7: fss
+- 8: mix
+- 9: rid
+- 10: rou
+- 11: sfe
+- 12: sfx
+- 13: smo
+- 14: tex
+
+## Statistics
+
+- **train**: 1639 images
+- **test**: 234 images
+- **val**: 469 images
+- **few_shot_train_2_shot**: 30 images
+- **few_shot_train_1_shot**: 2 images
+- **few_shot_train_10_shot**: 150 images
+- **few_shot_train_5_shot**: 75 images
+- **few_shot_train_15_shot**: 225 images
+- **few_shot_train_20_shot**: 300 images
+- **partition_train_0.01x_partition**: 15 images
+- **partition_train_0.02x_partition**: 30 images
+- **partition_train_0.50x_partition**: 753 images
+- **partition_train_0.20x_partition**: 301 images
+- **partition_train_0.05x_partition**: 75 images
+- **partition_train_0.10x_partition**: 151 images
+- **partition_train_0.25x_partition**: 377 images
+
+## Few-shot Splits
+
+This dataset includes the following few-shot training splits:
+
+- **few_shot_train_2_shot**: 30 images
+- **few_shot_train_1_shot**: 2 images
+- **few_shot_train_10_shot**: 150 images
+- **few_shot_train_5_shot**: 75 images
+- **few_shot_train_15_shot**: 225 images
+- **few_shot_train_20_shot**: 300 images
+
+Few-shot configurations:
+
+- **2_shot.csv**
+- **1_shot.json**
+- **1_shot.csv**
+- **10_shot.csv**
+- **5_shot.csv**
+- **15_shot.csv**
+- **10_shot.json**
+- **20_shot.csv**
+- **2_shot.json**
+- **15_shot.json**
+- **20_shot.json**
+- **5_shot.json**
+## Partition Splits
+
+This dataset includes the following training data partitions:
+
+- **partition_train_0.01x_partition**: 15 images
+- **partition_train_0.02x_partition**: 30 images
+- **partition_train_0.50x_partition**: 753 images
+- **partition_train_0.20x_partition**: 301 images
+- **partition_train_0.05x_partition**: 75 images
+- **partition_train_0.10x_partition**: 151 images
+- **partition_train_0.25x_partition**: 377 images
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("gremlin97/domars16k")
+```
+
+## Format
+
+Each example in the dataset has the following format:
+
+```
+{
+  'image': Image(...),  # PIL image
+  'label': int,         # Class label
+}
+```