When an object is in front of their eyes, humans can recognize and detect it with ease. It is well knowledge that the human visual system is incredibly quick and precise, making it easy to carry out difficult tasks like object identification and detection. But imagine a scenario where we have to get a ring from a table that has variously sized boxes and other objects on it. We’ll have to deal with some challenges and a lengthy search for the key. Object detection and tracking is a one of the challenging task in computer vision with a computer program, we can locate a ring in an instant. Similarly, a vast amount of data and algorithms are readily available, allowing us to train datasets and compute the high accuracy detection and classification of numerous items. DL, ML, and AI are popular these days. Computer vision is one of the most well-known applications of AI. Computer vision is the science of using computers and software to identify and comprehend images. Along with other things, it includes object detection and image identification. We will provide a quick explanation of the concepts of object identification, picture classification, and current image detection in this work.