Image recognition has been an active and challenging area of research. In recent years image recognition has received veritable attention from the research communities but it still remained very challenging in real applications. It plays a very important role in today’s world. Though we might have seen various applications and websites of text recognition, label detection and face detection they are all separate applications this review paper tells us how to combine them together so that user don’t need to download numerous software but just a simple image recognition system that uses Google cloud vision API. In image recognition, we have combined 3 things together that is text, label, and face. It should be noted that the combination of these three things together is nowhere found and might be difficult to evolve. This review paper will focus on scattering and separating the image by defining each element of the image by recognizing the text, detecting its label and detecting the face that can make the human work’s easy. By focusing on the history and evolution of the text, label and face recognition system we combine them together so that it can be used for security purposes, organization, computer software and it can also be used in the government field. This review paper will represent the limitations and superiorities of different techniques which are used for image recognition system.