Gesture Based System Typing Virtual Keyboard

Gesture-based virtual keyboards have become a cutting-edge substitute for conventional physical and touch screen keyboards as touch less interfaces become more and more popular. In order to eliminate the necessity for physic -al interaction, this study introduces a gesture-based virtual keyboard system that allows users to input text using hand gestures. The technology maps hand gestures to response keyboard inputs by detecting and interpreting them using computer vision and machine learning algorithms. The suggested method guarantees precise and effective text en -tering by utilizing technologies like real-time gesture detect ion and deep learning-based hand tracking. This method may find use in assistive technology, hands-free computer settings, virtual reality (VR), and augmented reality