As road mileage continues to expand, the number of disasters caused by expanding pavement cracks is increasing. Two main methods, image processing and deep learning, are used detect these improve efficiency quality crack segmentation. The classical segmentation network, UNet, has a poor ability extract target edge information small segmentation, susceptible influence distracting objects in envi...