Insulator Semantic Segmentation in Aerial Images Based on Multiscale Feature Fusion

Table 4

Parameter comparison of our method against other state-of-the-art methods on the Insulator test dataset. GFLOPs are estimated for input of 3 × 512 × 512.

Model	Backbone	GFLOPs	Parameters (M)
FCN-8s	VGG16	80.63	20.1
SegNet	VGG16	286.0	29.43
U-Net	\	184.64	34.53
DeepLabV3	Xception	57.06	29.4
GCN	ResNet152	67.96	58.38
Ours	CA-Bottleneck	12.62	13.61