In today's world, security and access control are paramount concerns. Conventional methods, such as key cards and passwords, are increasingly vulnerable to breaches. , Thus, the emergence of face recognition technology has presented a novel solution to fortify security measures. Face recognition systems leverage sophisticated algorithms to identify