  With current development universally in computing, now a days user
interaction approaches with mouse, keyboard, touch-pens etc. are not
sufficient. Directly using of hands or hand gestures as an input device is a
method to attract people with providing the applications, through Machine
Learning and Computer Vision. Human-computer interaction application in which
you can simply draw different shapes, fill the colors, moving the folder from
one place to another place and rotating your image with rotating your hand
gesture all this will be without touching your device only. In this paper
Machine Learning based hand gestures recognition is presented, with the use of
Computer Vision different types of gesture applications have been created.
