A pavement distresses identification method optimized for YOLOv5s.Automatic detection and recognition of pavement distresses is the key to timely repair of pavement.  Compared with YOLOv5s and YOLOv4 models, the mAP of the improved YOLOv5s model is increased by 4.3% and 25.8%. 
YOLOv5s
A pavement distresses identification method optimized for YOLOv5s.Automatic detection and recognition of pavement distresses is the key to timely repair of pavement.  Compared with YOLOv5s and YOLOv4 models, the mAP of the improved YOLOv5s model is increased by 4.3% and 25.8%. 
YOLOv5s
A pavement distresses identification method optimized for YOLOv5s.Automatic detection and recognition of pavement distresses is the key to timely repair of pavement.  Compared with YOLOv5s and YOLOv4 models, the mAP of the improved YOLOv5s model is increased by 4.3% and 25.8%. 
YOLOv5s