This is desktop based application. It's use deep-learning approach. You can watch demo video here. https://youtu.be/YT3v5eYDuQQ
You can clone this repository. Run app.py file then you can use this project. This application have GUI. GUI was developed with help of pyqt5 library. In this application, user register their face after that user go for attendance.