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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-atmospheric_dust_cls_rdr_upd
 dataset_info:
   features:
   - name: image
@@ -9,90 +28,91 @@ dataset_info:
         names:
           '0': dusty
           '1': not_dusty
-  splits:
-  - name: train
-    num_bytes: 59643675.57
-    num_examples: 9817
-  - name: test
-    num_bytes: 30537421.308
-    num_examples: 5214
-  - name: val
-    num_bytes: 31247175.953
-    num_examples: 4969
-  - name: few_shot_train_2_shot
-    num_bytes: 24297.0
-    num_examples: 4
-  - name: few_shot_train_1_shot
-    num_bytes: 11042.0
-    num_examples: 2
-  - name: few_shot_train_10_shot
-    num_bytes: 132789.0
-    num_examples: 20
-  - name: few_shot_train_5_shot
-    num_bytes: 65504.0
-    num_examples: 10
-  - name: few_shot_train_15_shot
-    num_bytes: 193050.0
-    num_examples: 30
-  - name: few_shot_train_20_shot
-    num_bytes: 254399.0
-    num_examples: 40
-  - name: partition_train_0.01x_partition
-    num_bytes: 630327.0
-    num_examples: 98
-  - name: partition_train_0.02x_partition
-    num_bytes: 1261062.0
-    num_examples: 196
-  - name: partition_train_0.50x_partition
-    num_bytes: 29848399.172
-    num_examples: 4908
-  - name: partition_train_0.20x_partition
-    num_bytes: 11962435.431
-    num_examples: 1963
-  - name: partition_train_0.05x_partition
-    num_bytes: 3144740.0
-    num_examples: 490
-  - name: partition_train_0.10x_partition
-    num_bytes: 6258271.0
-    num_examples: 981
-  - name: partition_train_0.25x_partition
-    num_bytes: 14924222.586
-    num_examples: 2454
-  download_size: 201145587
-  dataset_size: 190138811.01999998
-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-atmospheric_dust_cls_rdr_upd
+
+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:** 2025-05-22
+* **Cite As:** TBD
+
+## Classes
+
+This dataset contains the following classes:
+
+- 0: dusty
+- 1: not_dusty
+
+## Statistics
+
+- **train**: 9817 images
+- **test**: 5214 images
+- **val**: 4969 images
+- **few_shot_train_2_shot**: 4 images
+- **few_shot_train_1_shot**: 2 images
+- **few_shot_train_10_shot**: 20 images
+- **few_shot_train_5_shot**: 10 images
+- **few_shot_train_15_shot**: 30 images
+- **few_shot_train_20_shot**: 40 images
+- **partition_train_0.01x_partition**: 98 images
+- **partition_train_0.02x_partition**: 196 images
+- **partition_train_0.50x_partition**: 4908 images
+- **partition_train_0.20x_partition**: 1963 images
+- **partition_train_0.05x_partition**: 490 images
+- **partition_train_0.10x_partition**: 981 images
+- **partition_train_0.25x_partition**: 2454 images
+
+## Few-shot Splits
+
+This dataset includes the following few-shot training splits:
+
+- **few_shot_train_2_shot**: 4 images
+- **few_shot_train_1_shot**: 2 images
+- **few_shot_train_10_shot**: 20 images
+- **few_shot_train_5_shot**: 10 images
+- **few_shot_train_15_shot**: 30 images
+- **few_shot_train_20_shot**: 40 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**: 98 images
+- **partition_train_0.02x_partition**: 196 images
+- **partition_train_0.50x_partition**: 4908 images
+- **partition_train_0.20x_partition**: 1963 images
+- **partition_train_0.05x_partition**: 490 images
+- **partition_train_0.10x_partition**: 981 images
+- **partition_train_0.25x_partition**: 2454 images
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("Mirali33/mb-atmospheric_dust_cls_rdr_upd")
+```
+
+## Format
+
+Each example in the dataset has the following format:
+
+```
+{
+  'image': Image(...),  # PIL image
+  'label': int,         # Class label
+}
+```