  The established way of interfacing with most computer systems is a mouse and
keyboard. Hand gestures are an intuitive and effective touchless way to
interact with computer systems. However, hand gesture based systems have seen
low adoption among end-users primarily due to numerous technical hurdles in
detecting in-air gestures accurately. This paper presents Gestop, a framework
developed to bridge this gap. The framework learns to detect gestures from
demonstrations, is customizable by end-users and enables users to interact in
real-time with computers having only RGB cameras, using gestures.
