Update README.md

README.md

@@ -5,4 +5,41 @@ task_categories:
 - image-classification
 size_categories:
 - n<1K
----
+---
+
+
+# 📸 Persons with Spectacles
+
+A curated image dataset of human faces annotated for the presence of spectacles (eyeglasses). Ideal for exploring face‑accessory detection, fairness in vision models, and related computer‑vision tasks.
+
+---
+
+## Dataset Card for `hkanade/persons_with_spectacles`
+
+| **Feature**           | **Detail**                                                           |
+|-----------------------|----------------------------------------------------------------------|
+| **Dataset name**      | `persons_with_spectacles`                                            |
+| **Repository**        | https://huggingface.co/datasets/hkanade/persons_with_spectacles      |
+| **License**           | apache-2.0                                                           |
+| **Languages**         | —                                                                    |
+| **Tasks**             | Text to Image, Image classification                                  |
+| **Size**              | 120                                                                  |
+| **File format**       | Parquet                                                              |
+| **Dataset version**   | 1.0.0                                                                |
+
+---
+
+## 1. Dataset Source
+
+All samples were collected from wikimedia/wit_base.
+
+
+## 2. Usage
+
+```python
+from datasets import load_dataset
+from PIL import Image
+import os
+
+# load full dataset
+ds = load_dataset("hkanade/persons_with_spectacles")