In today's world, security and access control are paramount concerns. Established methods, such as key cards and passwords, are increasingly vulnerable to tampering. Therefore, the emergence of face recognition technology has presented a innovative solution to strengthen security measures. Face recognition systems leverage sophisticated algorithms