Improvement of Lightweight Convolutional Neural Network Model Based on YOLO Algorithm and Its Research in Pavement Defect Detection - Du, Fu-Jun; Jiao, Shuang-Jian (Sensors (Basel, Switzerland), 2022)
Keywords: Accuracy; Algorithms; Asphalt pavements; automated inspection; convolutional neural network; Costs; Deep learning; Defects; embedded equipment; Embedded systems; Engineering; Flexibility; Neural networks; Neural Networks, Computer; pavement defects; Quality control; Roads & highways; YOLOv5S; United States--US; China; India; deep learning; pavement defects; embedded equipment; automated inspection; YOLOv5S; convolutional neural network