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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: mb-domars16k
 dataset_info:
   features:
   - name: image
@@ -22,90 +41,104 @@ dataset_info:
           '12': sfx
           '13': cra
           '14': mix
-  splits:
-  - name: train
-    num_bytes: 105651108.72
-    num_examples: 11305
-  - name: test
-    num_bytes: 11381333.684
-    num_examples: 1614
-  - name: val
-    num_bytes: 25565414.982
-    num_examples: 3231
-  - name: few_shot_train_2_shot
-    num_bytes: 223212.0
-    num_examples: 30
-  - name: few_shot_train_1_shot
-    num_bytes: 112576.0
-    num_examples: 15
-  - 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: 861571.0
-    num_examples: 113
-  - name: partition_train_0.02x_partition
-    num_bytes: 1766942.0
-    num_examples: 226
-  - name: partition_train_0.50x_partition
-    num_bytes: 49834398.52
-    num_examples: 5652
-  - name: partition_train_0.20x_partition
-    num_bytes: 16893894.121
-    num_examples: 2261
-  - name: partition_train_0.05x_partition
-    num_bytes: 4322407.0
-    num_examples: 565
-  - name: partition_train_0.10x_partition
-    num_bytes: 8540958.71
-    num_examples: 1130
-  - name: partition_train_0.25x_partition
-    num_bytes: 22023360.738
-    num_examples: 2826
-  download_size: 227437022
-  dataset_size: 252883499.47500002
-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-*
 ---
+
+# mb-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:** 2025-05-14
+* **Cite As:** TBD
+
+## Classes
+
+This dataset contains the following classes:
+
+- 0: ael
+- 1: rou
+- 2: cli
+- 3: aec
+- 4: tex
+- 5: smo
+- 6: fss
+- 7: rid
+- 8: fse
+- 9: sfe
+- 10: fsf
+- 11: fsg
+- 12: sfx
+- 13: cra
+- 14: mix
+
+## Statistics
+
+- **train**: 11305 images
+- **test**: 1614 images
+- **val**: 3231 images
+- **few_shot_train_2_shot**: 30 images
+- **few_shot_train_1_shot**: 15 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**: 113 images
+- **partition_train_0.02x_partition**: 226 images
+- **partition_train_0.50x_partition**: 5652 images
+- **partition_train_0.20x_partition**: 2261 images
+- **partition_train_0.05x_partition**: 565 images
+- **partition_train_0.10x_partition**: 1130 images
+- **partition_train_0.25x_partition**: 2826 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**: 15 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.csv**
+- **10_shot.csv**
+- **5_shot.csv**
+- **15_shot.csv**
+- **20_shot.csv**
+## Partition Splits
+
+This dataset includes the following training data partitions:
+
+- **partition_train_0.01x_partition**: 113 images
+- **partition_train_0.02x_partition**: 226 images
+- **partition_train_0.50x_partition**: 5652 images
+- **partition_train_0.20x_partition**: 2261 images
+- **partition_train_0.05x_partition**: 565 images
+- **partition_train_0.10x_partition**: 1130 images
+- **partition_train_0.25x_partition**: 2826 images
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("Mirali33/mb-domars16k")
+```
+
+## Format
+
+Each example in the dataset has the following format:
+
+```
+{
+  'image': Image(...),  # PIL image
+  'label': int,         # Class label
+}
+```