Table 3. Hyperparameters of conventional and proposed segmentation models.

Model	Filter size	Stride	Max pool	Learning rate	Batch size	Optimizer	Activation func.	Epoch
U-Net	3 * 3	2 * 2	2 * 2	1e−3	32	Adam	ReLU	50
V-Net	3 * 3	2 * 2	–	1e−3	32	Adam	ReLU	50
Seg-Net	3 * 3	2 * 2	2 * 2	1e−3	32	Adam	ReLU	50
Proposed U-Net	3 * 3	2 * 2	2 * 2	1e−3	32	Adam	ReLU	50
Proposed V-Net	3 * 3	2 * 2	–	1e−3	32	Adam	ReLU	50