Research on Asphalt Pavement Disease Detection Based on Improved YOLOv5s

Figure 9

The training process of YOLOv5-pavement.

(a) The loss of the training process

(b) Training and validation mean average precision of the model

(c) Validation Precision-Recall and mean average precision of the model