• Mohammed Mubashir Khan
• Shaikh Mohd Ashfaque
• Zaid Khan
• Mohammad Juned Shaikh
• Kumhar Pappu

Automatic face recognition (AFR) technologies have made many improvements in the changing world. Smart Attendance using Real-Time Face Recognition is a real-world solution which comes with day to day activities of handling student attendance system. Face recognition-based attendance system is a process of recognizing the students face for taking attendance by using face biometrics based on high - definition monitor video and other information technology. In my face recognition project, a computer system will be able to find and recognize human faces fast and precisely in images or videos that are being captured through a camera. Numerous algorithms and techniques have been developed for improving the performance of face recognition but the concept to be implemented here is Machine Learning. It helps in conversion of the frames of the video into images so that the face of the student can be easily recognized for their attendance so that the attendance database can be easily reflected automatically.

Face recognition, Face detection, Machine Learning, attendance system.

"FACE RECOGNITION BASED ATTENDANCE SYSTEM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 4, page no.g352-g357, April-2022, Available :http://www.jetir.org/papers/JETIR2204653.pdf

"FACE RECOGNITION BASED ATTENDANCE SYSTEM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 4, page no. ppg352-g357, April-2022, Available at : http://www.jetir.org/papers/JETIR2204653.pdf