Automatic Building Extraction on Satellite Images Using Unet and ResNet50

Table 4

Model evaluation score on test dataset.

	Dice loss	IoU score	Accuracy	F1
Unet	3.3277	0.2316	0.719	0.603
Unet-ResNet50	0.108	0.822	0.902	0.900
Unet-ResNet152	0.106	0.825	0.8996	0.897