GESTUNBET proposes 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 diverse domains such as assistive technologies. GESTUNBET's unique fusion of methods ach