While the accuracy of YOLOv7 is improved, the network structure has become more complex. The main improvements of YOLOv8 [29] are as follows: the backbone uses the concept of Cross Stage Partial (CSP) to split the feature map into two parts; the C2f module is used in YOLOv5 instead ...