The advancement in science has always yielded to the innovation of new ways. But as the technology is moving forward the pre-existing control methods need to be advanced. The progression of technology stipulates the controls to be facile. The human-machine control interface has been around since a long time. These control systems encompass remote controls, voice based control, manual control, and gesture based control systems. As moving towards the new innovation in technology we will have to move towards the thought based control system. The thought based control system will be capable to control various types of machinery or appliances just by looking at it and thinking about the task. This thought based control system will be a game-changer in the field of medicine for the paraplegic and handicapped people. Also this control system will revolutionize the industries. The computers and machines can be controlled using the thoughts just by being seated at one place. Furthermore this device will, also de-stress the day-to-day life of common people. The device will also be a boon for the lethargic people who are lumpish, oscitant and hard to live with. Although various research papers have been published regarding this concept but all of those could only solve the problem up to a certain level. The idea and methods proposed in the papers can only work successfully for few devices. And if there are significant numbers of devices than the differentiation among the devices drastically fails. The complete solution to this problem is still not proposed. In this connection, a computer vision fused with brain wave technology is proposed so as to minimize the fails and increase the efficiency of the device to its fullest. The implementation of the proposed solution revolves around the brain wave acquisition device used to acquire the thought based parameters, the camera based image acquisition device ,an AI based edge processor for implementing the ML algorithm and a communication and control system for actuation. Keywords: Brainwave, edge AI, Thought based control, computer vision based control.