Hand Gesture Recognition-Based Virtual Mouse Using CNN

Abstract: Advancement sin the field of computing have beena crucial point in the historyofmankind.Inputandoutputdevices, which are of utmost importance, have undergone numerous changes. Human-Computer Interface (HCI) is an importantpart of computer systems. In this paper, we have developed a virtual mouse that detects hands in live video feeds, recognizes gestures, and uses a Convolutional Neural Network (CNN) to classify them. The system then performs appropriate mouse operations.This approach aims to replace traditional hardware- based input devices