Developing a reliable and stable security system using biometric face recognition is a quite significant challenge, mainly due to the complexity and diversity of the human facial population state. This study aims to overcome this limitations of conventional security systems and stability issues found in some previous methods utilizing Transfer Learning. The core focus is to implement a modern s…