M. R. Chandra

Automated Helmet Violation Detection and E-Challan Generation using Computer Vision and Optical Character Recognition

Road safety has become a major concern due to the increasing number of traffic accidents caused by riders not wearing helmets. Traditional traffic monitoring systems mainly depend on manual supervision by traffic police, which is time-consuming, labour-intensive, and unable to provide continuous monitoring. As a result...

A Secure and Intelligent Student Attendance Management System for Smart Educational Institutions

Traditional attendance management in educational institutions, which relies on paper registers and manual spreadsheets, is plagued by inefficiencies, errors, and security vulnerabilities. This paper presents an intelligent, role-based Student Attendance Management System designed to automate the entire attendance track...

Explainable Risk-Aware Credit Card Fraud Detection using Cost-Sensitive Ensemble Learning and SHAP-Driven Dynamic Risk Scoring