Object detection is a crucial technique in computer vision, used in applications like self-driving cars. It involves placing bounding boxes around objects in pictures to identify them. This technique helps robots navigate, monitor areas, identify faces, and even drive cars. There are two main approaches to object detection: deep learning schemes and conventional machine learning schemes. This article provides an understanding of various object detection algorithms.