A Review of Yolo Algorithm Developments

Object detection techniques are the foundation for the artificial intelligence field. This research paper gives a brief overview of the You Only Look Once (YOLO) algorithm and its subsequent advanced versions. Through the analysis, we reach many remarks and insightful results. The results show the differences and similarities among the YOLO versions and between YOLO and Convolutional Neural Networks (CNNs). The central insight is the YOLO algorithm improvement is still ongoing.This article briefly describes the development process of the YOLO algorithm, summarizes the methods of target recognition and feature selection, and provides literature support for the targeted picture news and feature extraction in the…

• NN
  National Natural Science Foundation of China

  Awards: 71774134, U1811462
• SM
  Southwest Minzu University

  Awards: 2020NGD04, 2018NZD02
• FR
  Fundamental Research Funds for the Central Universities