基于上下文增强与多目标语义感知的电力缺陷检测算法
胡欣,阎希玥,常娅姝,程鸿亮,肖剑,罗诗伟,马亮

Context-enhanced multi-target semantic perception algorithm for power defect detection
Xin HU,Xiyue YAN,Yashu CHANG,Hongliang CHENG,Jian XIAO,Shiwei LUO,Liang MA
表 6 Electric_Data数据集上的消融实验结果
Tab.6 Ablation experiment results on Electric_Data
算法
类型
PRmAP50mAP50-95FLOPs/
109
Parameters/
106
FPS/
(帧·s−1)
RT-DETR0.6960.5710.6870.379103.532.010108.695
LDDM-
ResNet
0.8310.6610.7030.39164.524.850144.927
DA-
Encoder
0.7880.6530.7000.386114.944.200131.578
LGCA0.8030.670.6700.37257.219.897149.253
PDD-
SPCIE
0.8190.6810.7040.395122.749.170112.359