基于特征优化与深层次融合的目标检测算法

谢誉,包梓群,张娜,吴彪,涂小妹,包晓安

Object detection algorithm based on feature enhancement and deep fusion

Yu XIE,Zi-qun BAO,Na ZHANG,Biao WU,Xiao-mei TU,Xiao-an BAO

表 5 不同算法在COCO数据集上的实验结果

Tab.5 Experiment results of different algorithms on COCO dataset

算法 AP AP50 AP75 APS APM APL % SSD[7] 25.6 43.8 26.3 6.8 27.8 42.2 YOLOv3[35] 28.2 51.5 29.7 11.9 30.6 43.4 RefineDet[36] 29.4 49.2 31.3 10.0 32.0 44.4 FAENet[31] 28.3 47.9 29.7 10.5 30.9 41.9 FEDet 30.1 50.0 31.2 13.3 33.2 44.0