GESTUNBET offers a novel approach to gesture recognition leveraging deep neural networks and innovative feature extraction techniques. This groundbreaking architecture aims to efficiently interpret human gestures in real-time, with applications spanning wide domains such as virtual reality. GESTUNBET's unique blend of methods demonstrates state-of-