Abstract : In critical situations such as medical emergencies, domestic violence, or fire incidents, people, particularly those with speech or physical impairments, may not be able to seek help by conventional means. This work presents a gesture-based real-time emergency alert system that uses AI-driven technologies integrated within an edge-cloud architecture. The system runs on a lightweight edge device, such as a Raspberry Pi, and captures live video to detect predefined emergency gestures using a compu
Keywords : Real Time Gesture Recognition, Alert System Using Edge Cloud Architecture, Emergency Response In, real, time