GESTUNBET presents a novel approach to gesture recognition leveraging convolutional neural networks and advanced feature extraction techniques. This groundbreaking system aims to robustly decode human gestures in real-time, with applications spanning diverse domains such as virtual reality. GESTUNBET's unique combination of methods demonstrates sta