YOLO Object Detection Algorithms Series: A Review

Object detection is a fundamental challenge incomputer vision. You Only Look Once (YOLO) is an algorithmfor detecting objects in real-time that employs deep learning forspeed and accuracy and has applications in healthcare,agriculture, security surveillance, and autonomous vehicles.Object detection is proposed in order to classify and localizetarget objects with a bounding box. This article provides anoverview of the YOLO algorithm and its subsequent enhancediterations. The fundamental principle is that the YOLO familyis continuously improving. This article summarizes thestructural improvement procedures for the YOLO algorithms

Keywords:

Object Detection , YOLO , Deep Learning , Singlestageobject detection , Computer Vision