Facial Recognition Attendance.

The idea was simple. Instead of calling out names, a faculty member uploads one photo of the class and the system marks everyone it recognises. It uses Dlib's pretrained face model with OpenCV to detect and match faces, then writes attendance to a MySQL database.

This is one of my earliest builds — a Python and Flask app I put together while first learning computer vision. It's rough around the edges, but it worked end to end and taught me the basics of handling image data.