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Abstract: Attendance is a routine that is followed every hour of every day. The frequent attendance of students is crucial to performance assessment and quality control in the current academic system. Most institutions still use traditional, risky, and time- consuming methods of addressing or signing documents. If attendance is managed manually, it can be a tremendous strain for teachers. A manual attendance system can now be implemented utilizing computer vision thanks to advancements in technology. To recognize students' facial features for automated paper-and-pencil attendance, computer vision is crucial. Automation is used to handle this attendance properly and over time. Teachers, students, and parents have access to attendance at any time and from any location. Processing of images. It is time-consuming and expensive to easily evaluate attendance using image processing with deep learning. To address the COVID issue, the system also offers temperature control and hand sanitization capabilities.