Automatic Building Extraction on Satellite Images Using Unet and ResNet50

Table 3

Maximum evaluate score for Unet-ResNet152 model.

	Dice loss	IoU score	Accuracy	F1
Train data	0.074	0.876	0.922	0.9225
Valid data	0.087	0.863	0.927	0.925
Test data	0.106	0.825	0.8996	0.897