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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-change_cls_ctx
 dataset_info:
   features:
   - name: image
@@ -9,45 +28,60 @@ dataset_info:
         names:
           '0': no_change
           '1': change
-  splits:
-  - name: train
-    num_bytes: 847054.0
-    num_examples: 72
-  - name: test
-    num_bytes: 232012.0
-    num_examples: 20
-  - name: val
-    num_bytes: 227516.0
-    num_examples: 20
-  - name: partition_train_0.50x_partition
-    num_bytes: 189357.0
-    num_examples: 18
-  - name: partition_train_0.20x_partition
-    num_bytes: 68833.0
-    num_examples: 7
-  - name: partition_train_0.10x_partition
-    num_bytes: 31840.0
-    num_examples: 3
-  - name: partition_train_0.25x_partition
-    num_bytes: 94135.0
-    num_examples: 9
-  download_size: 1698160
-  dataset_size: 1690747.0
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: test
-    path: data/test-*
-  - split: val
-    path: data/val-*
-  - 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_0.10x_partition
-    path: data/partition_train_0.10x_partition-*
-  - split: partition_train_0.25x_partition
-    path: data/partition_train_0.25x_partition-*
 ---
+
+# mb-change_cls_ctx
+
+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: no_change
+- 1: change
+
+## Statistics
+
+- **train**: 72 images
+- **test**: 20 images
+- **val**: 20 images
+- **partition_train_0.50x_partition**: 18 images
+- **partition_train_0.20x_partition**: 7 images
+- **partition_train_0.10x_partition**: 3 images
+- **partition_train_0.25x_partition**: 9 images
+
+## Partition Splits
+
+This dataset includes the following training data partitions:
+
+- **partition_train_0.50x_partition**: 18 images
+- **partition_train_0.20x_partition**: 7 images
+- **partition_train_0.10x_partition**: 3 images
+- **partition_train_0.25x_partition**: 9 images
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("Mirali33/mb-change_cls_ctx")
+```
+
+## Format
+
+Each example in the dataset has the following format:
+
+```
+{
+  'image': Image(...),  # PIL image
+  'label': int,         # Class label
+}
+```