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