基于Faster R-CNN的火电厂冷却塔检测及工作状态判定

安健健, 孟庆岩, 胡蝶, 胡新礼, 杨健, 杨天梁

The detection and determination of the working state of cooling tower in the thermal power plant based on Faster R-CNN

AN Jianjian, MENG Qingyan, HU Die, HU Xinli, YANG Jian, YANG Tianliang

表2 3种不同算法对比分析

Tab.2 Comparative analysis of three different algorithms(%)

模型 AP mAP powerstation_w powerstation_nw SSD 87.52 73.76 80.64 YOLOv3 93.20 94.38 93.79 Faster R-CNN(VGG16) 90.86 98.90 94.88