• Rahul Kumar
• Sachin Kumar Singh
• Navaid Safder
• Dr.Chhaya Grover

For organisations such as educational institutions, public or private sectors to prosper Attendance Management system plays a vital role. Conventional methods like calling out roll numbers or taking sign on paper for marking attendance are prone to manual errors. The following paper reside in the idea of using advance technologies in marking attendance efficiently. The most efficient way is designing an attendance system using face recognition. The paper focuses on the utilization of Machine Learning, its various algorithm and Raspberry Pi to identify the facial features of a person and design a system to mark out their attendance.

Machine Learning, Raspberry Pi, Conventional methods

"AUTOMATIC ATTENDANCE SYSTEM THROUGH FACIAL RECOGNITION USING RASPBERRY PI AND ML ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 5, page no.k662-k672, May-2023, Available :http://www.jetir.org/papers/JETIR2305A94.pdf

"AUTOMATIC ATTENDANCE SYSTEM THROUGH FACIAL RECOGNITION USING RASPBERRY PI AND ML ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 5, page no. ppk662-k672, May-2023, Available at : http://www.jetir.org/papers/JETIR2305A94.pdf