Attendance is a measuring tool to find out whether an employee or employees in an agency come to work at a certain time or not. This term is most often used for employees or clerks who work hourly hours. Employees or workers with hourly wages are usually paid according to the hours worked. Even if it looks different from other employees or full time employees. This study uses the eigenfaces technique as a result of transforming facial images into a set of facial characteristic features in the form of eigenvectors from the covariant matrices of the facial images. In the approach and recognition of faces, it is explained that eigenfaces do not see certain features on the face such as eyes, mouth, nose, etc. to detect and recognize faces. The results of the research by applying the eigenfaces technique to the employee attendance system by applying the eigenface technique based on face recognition are very effective in accuracy in at Klambir V Village Office.
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