适用于目标检测的上下文感知知识蒸馏网络

褚晶辉,史李栋,井佩光,吕卫

Context-aware knowledge distillation network for object detection

Jing-hui CHU,Li-dong SHI,Pei-guang JING,Wei LV

表 6 在 VOC07 数据集上使用 Faster R-CNN 检测器进行对比实验的结果

Tab.6 Results of comparative experiments using Faster R-CNN detector on VOC07 test set

模型 mAP/% Hinton CD FitNets DOD Task LD CAKD Net 教师 74.4 74.4 74.4 74.4 74.4 74.4 74.4 学生 69.1 69.1 69.1 69.1 70.0 69.1 69.1 蒸馏后 69.7 70.1 69.3 72.0 72.4 70.3 72.4