Dlib and YOLO Based Online Proctoring System

Abstract: This paper discusses the work on online proctoring system capable of detecting malicious activities or malpractice during online examination. Proctoring involves detecting examinee action using the help of a webcam and in-built microphone. Since the academic practices are moving towards digital media, this system removes the need of any human proctor. Candidate eye tracking, lip movement analysis, presence of second person, detecting any electronic gadgets used for malpractice are taken care of by the system along with the necessary warning, along with visual analysis, audio analysis done and it’s compared against the answers associated with the exam.

Keywords: Proctoring, Malpractice, You Only Look Once, Person Detection, Head Pose Estimation.