基于优化预测定位的单阶段目标检测算法

张娜,戚旭磊,包晓安,吴彪,涂小妹,金瑜婷

Single-stage object detection algorithm based on optimizing position prediction

Na ZHANG,Xu-lei QI,Xiao-an BAO,Biao WU,Xiao-mei TU,Yu-ting JIN

表 4 EL-SSD在VOC2007测试集上消融实验结果

Tab.4 Ablation experiment results of EL-SSD on VOC2007 test dataset

mAP/% +FPN +CBFN (无 CEA) +CEA +OPS-NMS (无 DIoU) +DIoU 77.6 √ 77.8 √ √ 78.0 √ 78.6 √ √ 78.6 √ √ √ 77.7 √ 78.9 √ √ 79.5 √ √ √ 79.8 √ √ √ √