Skip to main content

Table 2 Comparison of models mAP based on different basic CNN

From: Efficient power component identification with long short-term memory and deep neural network

  Faster-RCNN R-FCN Proposed model
VGG-19 0.763 0.791 0.813
ResNet-50 0.781 0.797 0.831
ResNet-101 0.789 0.817 0.846
ResNeXt-50 0.791 0.821 0.845
ResNeXt-101 0.821 0.839 0.869