The rapid technological advances in AI have transformed a vast array of industries; facial recognition is not an exception. From fortifying security measures to providing personalized user experiences, applications of facial recognition are immense and transformative. At the heart of these innovations are face image datasets, which are handwritten collections of pictures that help AI systems accurately identify, analyze, and interpret human faces.