The field of human-computer interaction has seen significant advancements in hand gesture-based systems, which are continuously improving and proving to be highly effective. The sEMG signal is a commonly utilized signal that results from muscle activation, despite its intricate nature. The myoelectric control is the term used for the applications of sEMG signals, which are mainly used to activate a device. It should be noted that feedback is not always utilized in this process, despite the term "control" implying otherwise.