Research on Improvement of Environment Perception Algorithm for Autonomous Driving Vehicles Based on YOLOv5

Autonomous driving relies heavily on vehicle object detection, and YOLOv5s is presently one of the best algorithms for this purpose. However, in extreme environments such as severe weather, cars have poor perception of the environment, and their ability to detect dynamic targets is greatly affected,