The Gesture Home System uses hand gesture recognition to control smart devices without touch, providing a hygienic and intuitive solution. By employing YOLOv8 for real-time gesture detection with Raspberry Pi, it allows users to control devices like LED, fans, and motors seamlessly in a smart home environment.