BUILDING A TIME ATTENDANCE SYSTEM INTEGRATED FACIAL RECOGNITION FUNCTION ON THE FRAPPE FRAMEWORK

Abstract

The Covid pandemic has made businesses increasingly dependent on digital solutions, particularly touchless solutions. Therefore, A time attendance system integrated facial recognition function is the option available in the current situation for companies to make employee attendance entry contactless. For example, entering and leaving areas will enable people to move without touching screens. Moreover, people can enter regions without signing in, using cards, or entering a code. The time attendance system integrated facial recognition function is built with Frappe framework. The facial recognition API is integrated, applying face recognition method with KNN algorithm. Building and training speed increased by about 50% after using the Autofaiss KNN solution. Keywords: time attendance system, facial recognition, KNN algorithm, Autofaiss, Frappe framework.