The AI has become the pillar of innovation in technology and one such application is arguably complex facial recognition and analysis. Nowadays, unlock smartphones to offer security checks at the airport as well as personalized marketing campaigns, face recognition systems powered by AI have really changed how humans interact with technology. It is these face image datasets-generally large collections of facial information that serve as the fuel for the development of intelligent models-which are largely responsible for these tremendous advancements.