This research aims to design and implement a Real-Time Face Detection Attendance System using the YOLO V5 algorithm integrated with an ESP32-CAM and a web-based platform. The system utilizes the real-time face detection capabilities of the YOLO V5 algorithm to capture and identify objects. The ESP32-CAM serves as the primary device for capturing user facial images, which are then processed by t…