Automatic Building Extraction on Satellite Images Using Unet and ResNet50

Table 2

Maximum evaluate score for Unet-ResNet50 model.

	Dice loss	IoU score	Accuracy	F1
Train data	0.093	0.854	0.926	0.926
Valid data	0.090	0.860	0.926	0.925
Test data	0.108	0.822	0.902	0.900