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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-surface_cls
 dataset_info:
   features:
   - name: image
@@ -43,90 +62,125 @@ dataset_info:
           '33': whe
           '34': whj
           '35': wht
-  splits:
-  - name: train
-    num_bytes: 66289493.28
-    num_examples: 6580
-  - name: test
-    num_bytes: 15873993.21
-    num_examples: 1594
-  - name: val
-    num_bytes: 13059242.19
-    num_examples: 1293
-  - name: few_shot_train_2_shot
-    num_bytes: 643673.0
-    num_examples: 72
-  - name: few_shot_train_1_shot
-    num_bytes: 317525.0
-    num_examples: 36
-  - name: few_shot_train_10_shot
-    num_bytes: 3300193.0
-    num_examples: 355
-  - name: few_shot_train_5_shot
-    num_bytes: 1698956.0
-    num_examples: 180
-  - name: few_shot_train_15_shot
-    num_bytes: 4821671.0
-    num_examples: 522
-  - name: few_shot_train_20_shot
-    num_bytes: 6149529.0
-    num_examples: 673
-  - name: partition_train_0.01x_partition
-    num_bytes: 575340.0
-    num_examples: 66
-  - name: partition_train_0.02x_partition
-    num_bytes: 1164077.0
-    num_examples: 132
-  - name: partition_train_0.50x_partition
-    num_bytes: 28533248.83
-    num_examples: 3086
-  - name: partition_train_0.20x_partition
-    num_bytes: 11234813.572
-    num_examples: 1316
-  - name: partition_train_0.05x_partition
-    num_bytes: 3026732.0
-    num_examples: 330
-  - name: partition_train_0.10x_partition
-    num_bytes: 6078598.0
-    num_examples: 661
-  - name: partition_train_0.25x_partition
-    num_bytes: 14575747.214
-    num_examples: 1617
-  download_size: 174554866
-  dataset_size: 177342832.29599997
-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-surface_cls
+
+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: apx
+- 1: act
+- 2: arm
+- 3: art
+- 4: cct
+- 5: cio
+- 6: clr
+- 7: dls
+- 8: dri
+- 9: drh
+- 10: drp
+- 11: drt
+- 12: flr
+- 13: gro
+- 14: hor
+- 15: inl
+- 16: lar
+- 17: ltv
+- 18: mah
+- 19: mct
+- 20: mas
+- 21: mca
+- 22: nsk
+- 23: obt
+- 24: pbo
+- 25: ptu
+- 26: pto
+- 27: rem
+- 28: rrd
+- 29: san
+- 30: sco
+- 31: sun
+- 32: tur
+- 33: whe
+- 34: whj
+- 35: wht
+
+## Statistics
+
+- **train**: 6580 images
+- **test**: 1594 images
+- **val**: 1293 images
+- **few_shot_train_2_shot**: 72 images
+- **few_shot_train_1_shot**: 36 images
+- **few_shot_train_10_shot**: 355 images
+- **few_shot_train_5_shot**: 180 images
+- **few_shot_train_15_shot**: 522 images
+- **few_shot_train_20_shot**: 673 images
+- **partition_train_0.01x_partition**: 66 images
+- **partition_train_0.02x_partition**: 132 images
+- **partition_train_0.50x_partition**: 3086 images
+- **partition_train_0.20x_partition**: 1316 images
+- **partition_train_0.05x_partition**: 330 images
+- **partition_train_0.10x_partition**: 661 images
+- **partition_train_0.25x_partition**: 1617 images
+
+## Few-shot Splits
+
+This dataset includes the following few-shot training splits:
+
+- **few_shot_train_2_shot**: 72 images
+- **few_shot_train_1_shot**: 36 images
+- **few_shot_train_10_shot**: 355 images
+- **few_shot_train_5_shot**: 180 images
+- **few_shot_train_15_shot**: 522 images
+- **few_shot_train_20_shot**: 673 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**: 66 images
+- **partition_train_0.02x_partition**: 132 images
+- **partition_train_0.50x_partition**: 3086 images
+- **partition_train_0.20x_partition**: 1316 images
+- **partition_train_0.05x_partition**: 330 images
+- **partition_train_0.10x_partition**: 661 images
+- **partition_train_0.25x_partition**: 1617 images
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("Mirali33/mb-surface_cls")
+```
+
+## Format
+
+Each example in the dataset has the following format:
+
+```
+{
+  'image': Image(...),  # PIL image
+  'label': int,         # Class label
+}
+```