Using AAEHS-Net as an Attention-Based Auxiliary Extraction and Hybrid Subsampled Network for Semantic Segmentation

Table 3

The remaining hyperparameters.

Value	Aerial drone image dataset	Massachusetts roads dataset	Massachusetts buildings dataset
Batch size	8	16	8
Optimizer	Adam	Adam	Adam
Learning strategy	Poly decay	Fixed	Fixed
Beta 1	0.900	0.900	0.900
Beta 2	0.999	0.999	0.999
Epochs	400	300	400