Abstract
The paper describes the development and implementation of a liveliness-based attendance system. The proposed system uses computer vision algorithms to detect the liveliness of a person's face and compare it with the stored images to verify their identity. The system can accurately identify and mark the attendance of individuals in real-time, by eliminating the need for manual processes. The results show that the proposed system is reliable and efficient, making it suitable for use in various settings, such as educational institutions and workplaces. Overall, the system provides a convenient and secure way to manage attendance, saving time and improving accuracy
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