GESTUNBET proposes a novel approach to gesture recognition leveraging deep neural networks and innovative feature extraction techniques. This groundbreaking system aims to robustly interpret human gestures in real-time, with applications spanning diverse domains such as human-computer interaction. GESTUNBET's unique combination of methods achieves