Update README.md

README.md

@@ -8,9 +8,10 @@ task_categories:
 task_ids:
 - other-image-classification
 - image-classification
+paperswithcodeid: fairface-face-attribute-dataset-for-balanced
 ---
 
-# Dataset Card for Fairface
+# Dataset Card for FairFace
 
 ## Table of Contents
 - [Dataset Description](#dataset-description)
@@ -38,7 +39,7 @@ task_ids:
 
 ## Dataset Description
 
-- **Repository:** [Fairface repository](https://github.com/joojs/fairface)
+- **Repository:** [FairFace repository](https://github.com/joojs/fairface)
 - **Paper:** [FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age](https://arxiv.org/abs/1908.04913)
 
 ### Dataset Summary
@@ -50,4 +51,15 @@ Existing public face datasets are strongly biased toward Caucasian faces, and ot
 - img_bytes: Bytes representing an image
 - age: Age of the person in the image
 - gender: Gender of the person in the image
-- race: Race of the person in the image
+- race: Race of the person in the image
+
+### Data Instances
+
+```
+{
+  'age': 6,
+  'gender': 1,
+  'img_bytes': b'\xff\xd8...',
+  'race': 1
+}
+ ```