Add dataset card

README.md

@@ -1,41 +1,72 @@
 ---
-dataset_info:
-  features:
-  - name: image
-    dtype: image
-  - name: label
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': '9'
-  splits:
-  - name: train
-    num_bytes: 8736255.716177294
-    num_examples: 5000
-  - name: validation
-    num_bytes: 851528.6186232329
-    num_examples: 500
-  - name: test
-    num_bytes: 1703057.2372464659
-    num_examples: 1000
-  download_size: 11788138
-  dataset_size: 11290841.572046991
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: validation
-    path: data/validation-*
-  - split: test
-    path: data/test-*
+license: other
+tags:
+  - svhn
+  - street-view-house-numbers
+  - image-classification
+  - digit-recognition
+  - subset
+  - computer-vision
+source_datasets:
+  - ufldl-stanford/svhn
+task_categories:
+  - image-classification
 ---
+
+# SVHN (Street View House Numbers) — Subset 🔢
+
+Stratified random subset of [SVHN](http://ufldl.stanford.edu/housenumbers/),
+sourced from [ufldl-stanford/svhn](https://huggingface.co/datasets/ufldl-stanford/svhn).
+
+## Splits
+
+| Split      | Rows  | Classes | Per class |
+|------------|-------|---------|-----------|
+| train      | 5,000 | 10 | ~500 |
+| test       | 1,000  | 10 | ~100 |
+| validation | 500   | 10 | ~50 |
+
+## About SVHN
+
+The Street View House Numbers (SVHN) dataset is a real-world digit recognition dataset
+obtained from Google Street View images.
+
+- **Full train set**: 73,257 images
+- **Full test set**: 26,032 images
+- **Extra set**: 531,131 images (not included in this subset)
+- **Image size**: 32 × 32 RGB (cropped_digits config)
+- **Classes**: 10 digits (0–9)
+- **Config used**: `cropped_digits` — MNIST-like single digit per image
+
+## Classes
+
+| ID | Digit | ID | Digit |
+|----|-------|----|-------|
+| 0  | 0     | 5  | 5     |
+| 1  | 1     | 6  | 6     |
+| 2  | 2     | 7  | 7     |
+| 3  | 3     | 8  | 8     |
+| 4  | 4     | 9  | 9     |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("Chiranjeev007/SVHN-10_Subset")
+print(ds)
+# DatasetDict({
+#   train:      Dataset(num_rows: 5000),
+#   validation: Dataset(num_rows: 500),
+#   test:       Dataset(num_rows: 1000)
+# })
+
+sample = ds["train"][0]
+sample["image"]   # PIL Image 32×32 RGB
+sample["label"]   # int 0–9
+```
+
+## Sampling Details
+- **Method**: Stratified random — proportional per class
+- **Seed**: 42
+- **Source config**: `cropped_digits`