**2. Methodology**

This section details the main idea of Lite-YOLOv5. Section 2.1 introduces the network architecture of YOLOv5. Section 2.2 introduces the whole network architecture of Lite-YOLOv5. Sections 2.3 and 2.4, respectively, introduce the lightweight network design part and detection accuracy compensation part.
