GESTUNBET offers a novel approach to gesture recognition leveraging recurrent neural networks and innovative feature extraction techniques. This groundbreaking architecture aims to efficiently decode human gestures in real-time, with applications spanning diverse domains such as virtual reality. GESTUNBET's unique combination of methods achieves st