GESTUNBET presents a novel approach to gesture recognition leveraging deep neural networks and advanced feature extraction techniques. This groundbreaking system aims to accurately analyze human gestures in real-time, with applications spanning wide domains such as assistive technologies. GESTUNBET's distinctive fusion of methods achieves state-of-