Inspiration

Attendance takes time and can be fake. I wanted a smart way to automate it.

What it does

It uses face recognition to detect people and mark attendance automatically with time.

How we built it

Built using Python, OpenCV, and face_recognition. It captures webcam video, detects faces, matches them, and saves attendance in a CSV file.

Challenges

Lighting issues, face angles, and improving accuracy.

Accomplishments

Working real-time system that saves time and avoids duplicate attendance.

What we learned

Basics of AI, computer vision, and real-time processing.

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