Face Recognition using Webcam with K Nearest Neighbors Algorithm for Employee Presence

Nurul Akbar Tanjung (Perbanas Institute, Jakarta)
Sanwani Sanwani (Universitas Nusa Mandiri)

The IJICS (International Journal of Informatics and Computer Science)
Vol 5, No 3 (2021): November 2021

Attendance is an activity to store data related to employee attendance. Therefore, it is necessary to have a presence with a biometric identification system such as facial identification so that the presence can run quickly and at a low cost. Attendance system helps employees and companies to run attendance faster and cheaper. The K Nearest Neighbor algorithm has a function as a classification algorithm in machine learning. The K value which is the highest accuracy by reaching 100% is 4 people with the determination of K equal to 3