• Duvvi Nitesh
• K.S.S Soujanya Kumari

The Smart Access Control System with Face Recognition integrates ESP32-CAM, YOLO for face detection, and a Multi-CNN algorithm for face recognition to provide a secure, real-time access control solution. The system detects and recognizes authorized individuals, granting access via a relay-controlled door lock and triggering an alert system if unauthorized access is attempted. The system achieves high accuracy in face detection and recognition, with a response time of 1.7 seconds, making it suitable for environments requiring fast, contactless access control. Tested under various lighting and environmental conditions, the system performed reliably, demonstrating robustness across different scenarios. Its modular design allows for scalability and easy integration with cloud services and other security systems. Potential future enhancements include multi-factor authentication and improved adaptability for low-light environments. The system offers a modern, secure, and user-friendly alternative to traditional access control methods

Face Recognition, ESP32-CAM, YOLO, Multi-CNN, Real-time Access Control, Smart Security,

"SMART ACCESS CONTROL SYSTEM WITH FACE RECOGNITION AND INTRUSION ALERT", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 3, page no.f361-f367, March-2025, Available :http://www.jetir.org/papers/JETIR2503571.pdf

"SMART ACCESS CONTROL SYSTEM WITH FACE RECOGNITION AND INTRUSION ALERT", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 3, page no. ppf361-f367, March-2025, Available at : http://www.jetir.org/papers/JETIR2503571.pdf