Hand-Gesture Recognition System for Sustainable Technology in Environmental Monitoring

In human-computer interactions, hand gesture recognition is crucial. As we can see, many new technological developments are taking place. One of these is biometric authentication, which we frequently see in smartphones. In a similar vein, hand gesture recognition is a contemporary method of human- computer interaction. Using this method, we can control our system by waving our hands in front of a webcam. Hand gesture recognition can be helpful for a variety of people. Utilizing machine learning is how the system's algorithm works. Without the use of a real mouse, the computer can be operated digitally and can execute left-click, right-click, scrolling, and computer cursor tasks based on hand gestures. Deep learning is the basis for the algorithm.