YOLOv5-MGC: GUI Element Identification for Mobile Applications Based on Improved YOLOv5

Figure 1

YOLOv5-MGC network structure diagram. It consists of three main parts: backbone, neck, and head. The red part represents the microscale detection layer, the blue part is the attention mechanism, and the yellow part represents the modified Ghost Bottleneck module.