Abstract: The Intelligent Personnel Recognition and Access Control System is a novel solution that leverages advanced facial recognition technology to generate unique identifications for individuals along with their names and confidential keys. Upon recognition, the system provides precise instructions for the person's designated work position. After reaching the position, the individual authenticates by entering their secret key, enabling them to resume work. This integrated solution enhances security and streamlines access control within a workspace, ensuring efficient and personalized access for authorized personnel.

Keywords: Access Control System, Facial Recognition Technology, Unique Identifications, Confidential Keys, Designated Work Positions, Authentication, Secure Access, Haar Cascade Algorithm, Positional Guidance, OpenCV Python

| DOI: 10.17148/IARJSET.2024.114107