One indicator of discipline commonly applied by companies is the attendance or absence rate. The implementation of a face recognition-based attendance system is one way to monitor employee attendance and improve employee discipline. However, in reality, there are still many agencies, especially in the Dinas PUPR Kota Palembang, that have implemented a face recognition-based attendance system, y…