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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-landmark_cls
 dataset_info:
   features:
   - name: image
@@ -15,90 +34,97 @@ dataset_info:
           '5': ime
           '6': sch
           '7': spi
-  splits:
-  - name: train
-    num_bytes: 90557644.316
-    num_examples: 6997
-  - name: test
-    num_bytes: 21847852.901
-    num_examples: 1793
-  - name: val
-    num_bytes: 26332762.7
-    num_examples: 2025
-  - name: few_shot_train_2_shot
-    num_bytes: 234839.0
-    num_examples: 16
-  - name: few_shot_train_1_shot
-    num_bytes: 133438.0
-    num_examples: 8
-  - name: few_shot_train_10_shot
-    num_bytes: 1087020.0
-    num_examples: 80
-  - name: few_shot_train_5_shot
-    num_bytes: 560573.0
-    num_examples: 40
-  - name: few_shot_train_15_shot
-    num_bytes: 1571242.0
-    num_examples: 120
-  - name: few_shot_train_20_shot
-    num_bytes: 2088743.0
-    num_examples: 160
-  - name: partition_train_0.01x_partition
-    num_bytes: 986263.0
-    num_examples: 69
-  - name: partition_train_0.02x_partition
-    num_bytes: 1970066.0
-    num_examples: 139
-  - name: partition_train_0.50x_partition
-    num_bytes: 33422869.87
-    num_examples: 2646
-  - name: partition_train_0.20x_partition
-    num_bytes: 16369320.64
-    num_examples: 1286
-  - name: partition_train_0.05x_partition
-    num_bytes: 4711973.0
-    num_examples: 349
-  - name: partition_train_0.10x_partition
-    num_bytes: 9127364.0
-    num_examples: 692
-  - name: partition_train_0.25x_partition
-    num_bytes: 19831953.44
-    num_examples: 1570
-  download_size: 238509579
-  dataset_size: 230833924.86699998
-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-landmark_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: oth
+- 1: cra
+- 2: ddu
+- 3: sst
+- 4: bdu
+- 5: ime
+- 6: sch
+- 7: spi
+
+## Statistics
+
+- **train**: 6997 images
+- **test**: 1793 images
+- **val**: 2025 images
+- **few_shot_train_2_shot**: 16 images
+- **few_shot_train_1_shot**: 8 images
+- **few_shot_train_10_shot**: 80 images
+- **few_shot_train_5_shot**: 40 images
+- **few_shot_train_15_shot**: 120 images
+- **few_shot_train_20_shot**: 160 images
+- **partition_train_0.01x_partition**: 69 images
+- **partition_train_0.02x_partition**: 139 images
+- **partition_train_0.50x_partition**: 2646 images
+- **partition_train_0.20x_partition**: 1286 images
+- **partition_train_0.05x_partition**: 349 images
+- **partition_train_0.10x_partition**: 692 images
+- **partition_train_0.25x_partition**: 1570 images
+
+## Few-shot Splits
+
+This dataset includes the following few-shot training splits:
+
+- **few_shot_train_2_shot**: 16 images
+- **few_shot_train_1_shot**: 8 images
+- **few_shot_train_10_shot**: 80 images
+- **few_shot_train_5_shot**: 40 images
+- **few_shot_train_15_shot**: 120 images
+- **few_shot_train_20_shot**: 160 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**: 69 images
+- **partition_train_0.02x_partition**: 139 images
+- **partition_train_0.50x_partition**: 2646 images
+- **partition_train_0.20x_partition**: 1286 images
+- **partition_train_0.05x_partition**: 349 images
+- **partition_train_0.10x_partition**: 692 images
+- **partition_train_0.25x_partition**: 1570 images
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("Mirali33/mb-landmark_cls")
+```
+
+## Format
+
+Each example in the dataset has the following format:
+
+```
+{
+  'image': Image(...),  # PIL image
+  'label': int,         # Class label
+}
+```