• S.Deepika
• Phibi Philip

Online exam is a fast developing method in the current scenario but, the main problem behind these online exams is to find the malpractices done by the candidates. E-learning has become the most flexible mode of exam. Lip movement is extracted from the video by watching the candidate during the exam. Using machine learning lip key points can be noted . It has been reported that if the distance between lip points of the user increases than a specific value then the candidate is doing some malpractice. A lip is an external organ which has been observed specifically during the exam. In this the tool used is jupyter notebook which is used for the visualization purpose. Logistic regression is the algorithm used for the prediction. Lip accuracy has also been founded in the project. As nowadays the exam and classes are conducted on online lip movement plays a major role.

Logistic regression, Machine learning, E- learning.

"LIP MOVEMENT DETECTION ON ONLINE EXAM ALONG WITH MACHINE LEARNING.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 4, page no.90-93, April-2021, Available :http://www.jetir.org/papers/JETIRER06023.pdf

"LIP MOVEMENT DETECTION ON ONLINE EXAM ALONG WITH MACHINE LEARNING.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 4, page no. pp90-93, April-2021, Available at : http://www.jetir.org/papers/JETIRER06023.pdf