GESTUNBET presents a novel approach to gesture recognition leveraging convolutional neural networks and sophisticated feature extraction techniques. This groundbreaking framework aims to robustly interpret human gestures in real-time, with applications spanning wide domains such as human-computer interaction. GESTUNBET's distinctive combination of