Abstract: Driver drowsiness is a critical contributor to road accidents globally, with significant fatalities reported in India due to sleep-deprived driving. This paper presents a costeffective, real ...

A real-time face recognition-based attendance system built with Flask, OpenCV, and face_recognition. This project enables automatic attendance marking, user management, live monitoring, and ...

Integrates dynamic codebook frequency statistics into a transformer attention module. Fuses semantic image features with latent representations of quantization ...

Abstract: Road accidents are largely caused by drowsy driving, which emphasizes the necessity of an efficient real-time detection system to improve driver safety. The majority of current systems rely ...