Automated Online Proctoring System
Building an Automated Online Proctoring System with Python and StreamlitIntroductionAs the adoption of online learning platforms continues to rise, maintaining the integrity of online examinations has become a significant challenge. To address this, automated proctoring systems use advanced technologies to monitor and analyze students' behavior during exams. In this blog post, we'll walk you through the development of an automated online proctoring system using Python and various libraries, explaining the core concepts and technologies involved.Key ComponentsStreamlit: Streamlit is an open-source framework used to create interactive web applications for data science and machine learning projects. It simplifies the development of web interfaces and allows for rapid prototyping.OpenCV: OpenCV (Open Source Computer Vision Library) is used for real-time computer vision. It provides a way to capture video from the webcam, process the frames, and perform various image analysis tasks....