Abstract: With the rapid development of intelligent transportation systems and growing emphasis on driver safety, real-time detection of driver drowsiness has become ... introduces a novel ...

A real-time driver drowsiness detection system using deep learning and computer vision techniques, developed to enhance road safety by identifying signs of driver fatigue through eye state ...

Abstract: Public Speaking Anxiety Detection (PSAD) is a complex and challenging task ... helps tackle the OOD generalization challenge via causal invariance under context-driven shifts. In this work, ...

Fall detection system using Bosch BHI360 sensor ... and real-time alerts. Built using OpenCV, MediaPipe, Streamlit & Flask. This project implements binomial logistic regression in Python to predict ...