This study is about making a face recognition attendance system using Python that's easy for anyone to use. We made a simple interface with clear instructions. When users open it, they can upload their picture. The system then checks if their face matches any in the database and marks them present if it does. It also keeps attendance records. In summary, we've shown that it's possible to make a user-friendly face recognition attendance system with Python. Our system has a simple interface and uses strong libraries like OpenCV and face recognition, making it easy to use and set up.