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 2 小目标类别位置预测平均精度的对比

Tab.2 Comparison of mean average precision of location prediction effects for small target categories

% 方法 IoUt = 0.50 IoUt = 0.75 IoUt = 0.95 Plant Bottle Plant Bottle Plant Bottle SSD 47.5 50.4 17.4 21.1 0.8 0.1 EL-SSD 52.0 56.6 19.6 26.7 2.1 0.9