GESTUNBET presents a novel approach to gesture recognition leveraging deep neural networks and innovative feature extraction techniques. This groundbreaking architecture aims to robustly analyze human gestures in real-time, with applications spanning wide domains such as human-computer interaction. GESTUNBET's novel blend of methods delivers state-