The world is moving rapidly towards establishing industry 4.0 in every field. The concept of industry 4.0 is to replace humans with Robots or Software bots to perform repetitive tasks and tasks that require a high amount of accuracy and speed. Industry 4.0 is achieved by connecting various machines that can communicate with each other to collect and analyze tremendous amounts of data. These machines are connected to a large number of high-precision sensors and actuators that can help to monitor, operate and manage various industrial processes in real-time. The use of machine learning and artificial intelligence has enabled machines to automate various processes that required manual labor and also to make accurate decisions without the need for any human intervention. Image Processing is a major component of Industry 4.0. The main objective of this paper is to understand the concept of image processing, and its application in the industry and to build a simple Machine Vision (MV) solution that uses image processing algorithms to detect an object irrespective of its orientation.