This document proposes an automatic attendance management system using face recognition. It begins by outlining the costs associated with employee tardiness and discusses existing attendance tracking methods like barcode readers and fingerprint scanners. It then proposes a system using face recognition for contactless, effortless tracking. The system would detect faces, recognize individuals, convert group photos to single photos, recognize faces, and export attendance data to an excel sheet. The document provides details on face detection and recognition methods, specifically PCA, and discusses advantages like reduced time and errors in attendance tracking.