Automatic Building Extraction on Satellite Images Using Unet and ResNet50

Table 1

Maximum evaluate score for Unet model.

	Dice loss	IoU score	Accuracy	F1
Train data	0.153	0.531	0.780	0.7629
Valid data	0.611	0.663	0.871	0.860
Test data	0.932	0.212	0.719	0.603