A Learner Verification System that uses facial recognition to enrol and verify students is designed to streamline and secure the process of learner identification and attendance verification. The system is organized into three key entities: Schools, Learners, and Teachers. It incorporates roll calls for both enrolment and ongoing verification, ensuring accurate identification and attendance tracking.

Workflow Example

Learner Enrollment:

- Learner visits the school with the required documents.

- A camera captures their face, and the system creates a facial template.

- The learner’s personal details (name, ID number, etc.) are linked to their facial template, creating their learner profile.

Roll Call/Attendance Verification:

- During class, the teacher initiates the roll call by activating the facial recognition system.

- Learners enter the classroom or log into the platform.

- The system automatically identifies each learner based on their facial features and verifies their identity.

- The attendance is logged, and a record is kept for each learner's presence.

Teacher Verification:

- Teachers undergo similar facial recognition for logging into the system, marking attendance, and accessing learner data.

- Admins manage and review teacher performance and access privileges within the system.

Key Features

Fast and Accurate Facial Recognition: The system needs to use advanced algorithms to ensure quick, accurate facial identification under various conditions (e.g., lighting, angles, and facial expressions).

Integration with School Management: The system should integrate seamlessly with existing school management software to track attendance, grades, and other academic information.

Scalability: The system should scale to handle large numbers of students and teachers, with the ability to quickly process multiple facial verifications at once.

User-friendly Interface: The system should be easy to use for both teachers and administrators, providing clear dashboards and alerts for verification success/failure and attendance logs.

Benefits

- Improved Accuracy: Reduces human errors and fraud in marking attendance, ensuring that only registered learners are counted.

- Enhanced Security: Minimizes the risk of impersonation during roll calls, exams, and access to school resources.