GESTUNBET offers a novel approach to gesture recognition leveraging deep neural networks and sophisticated feature extraction techniques. This groundbreaking system aims to robustly interpret human gestures in real-time, with applications spanning diverse domains such as assistive technologies. GESTUNBET's novel combination of methods delivers stat