GESTUNBET offers a novel approach to gesture recognition leveraging convolutional neural networks and sophisticated feature extraction techniques. This groundbreaking architecture aims to accurately analyze human gestures in real-time, with applications spanning various domains such as assistive technologies. GESTUNBET's distinctive fusion of metho