In today's world, security and access control are paramount concerns. Conventional methods, such as key cards and passwords, are increasingly vulnerable to fraud. , Thus, the emergence of face recognition technology has presented a groundbreaking solution to strengthen security measures. Face recognition systems leverage cutting-edge algorithms to