" Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision "
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Date
2021
Authors
Arwa Ahmad
Rawan Aub Ali
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Abstract
The mouse is one of the coolest inventions of human-computer interaction (HCI).
Because it uses a battery for power and a dongle to connect to your computer, a
wireless mouse or Bluetooth mouse still uses hardware and isn't completely
hardware-free. This problem can be overcome in the proposed AI virtual mouse
system by using a webcam or a built-in camera to capture hand movements and
recognize hand tips using computer vision. The algorithm of the system is based on
the method of machine learning. The computer can be controlled remotely using
hand gestures and can perform left-click, right-click, scrolling, and computer cursor
tasks without the use of a hardware mouse. To detect hands, the algorithm uses deep
learning. As a result, the proposed approach will prevent the spread of COVID-19 by
removing human interaction and reliance on remote control of computers.