Comprehensive Surveillance: A Computer Vision Approach to Proctoring

This research work presents a robust framework to enable seamless conduct of exams in a virtual environment. This application offers educators and institutions with a smart interface to create, manage, and conduct online assessments. Students can easily participate in exams, receive immediate feedback, and view their results. The platform incorporates features such as question bank management, customizable exam settings, real-time monitoring, and automated grading to upgrade the examination process. With a focus on user-friendliness and security, the proposed application redefine the way exams are conducted in the digital era. It is an effective solution to revolutionize the traditional learner assessment practices in the digital era. The developed model is a plugin that allows to monitor online exams, wherein it offers various features such as webcam monitoring, screen sharing, and lockdown browser to ensure the integrity of online exams.