REAL-TIME BUS TRACKING AND ATTENDANCE MONITORING SYSTEM WITH ML

The proposed Real-Time College Bus Tracking and Student Attendance System provides an efficient approach to improving transportation management in educational institutions. It simplifies the process of monitoring student movement by automatically recording boarding and drop-off details, eliminating the need for manual attendance methods. The system enhances safety by enabling continuous tracking of the bus and ensuring that accurate information is available to both parents and administrators. By integrating multiple functionalities into a single platform, it increases transparency and reduces operational complexity. In summary, this solution offers a practical and modern alternative to traditional systems, supporting better management and improved student security. Future improvements can focus on incorporating advanced identification techniques such as facial recognition, applying data-driven methods for route planning, and ensuring consistent performance in areas with limited network connectivity.

M. Sowndharya, Yuvaraj K, Rahul S, Srichandiran S, and Sriram S, "Smart College Bus Tracker: RealTime Location and ETA Predictor," International Journal of Scientific Research and Engineering Development, vol. 8, no. 3, pp. 488–491, May 2025.   2.  Subash Gokul, "Student Tracking System in College Bus Using Face Recognition and IoT," International Journal of Science and Technology, vol. 25, no. 2, pp. 1–5, Feb. 2025.   3.   B. Sandhiya, VVK Ravichandra, V Siddhartha, M Vanathi, J Karthika, "Real-Time College Bus Tracking and Notification System for Student Convenience," International Journal of Advanced Research in Computer and Communication Engineering, vol. 7, no. 7, pp. 1–5, Jul. 2025.   M. Pranavi Reddy, Abhishek Peeri, N Srinu, K Anil Kumar, "RFID-Based Attendance Monitoring System with Real-Time Notifications," International Journal of Innovative Science and Research Technology, vol. 5, no. 5, pp. 1–5, May 2025