Table 1.

Overview of the different training strategies for the U-Net architecture.

Configuration	Stride	Neg/Pos ratio	Norm.	Augm.	Resolution
Cfg1	8	None	S	Augm1	$256\times 192\times [\mathrm{167,420}]$
Cfg2	8	2	S	Augm1	$256\times 192\times [\mathrm{167,420}]$
Cfg3	16	2	S	Augm1	$256\times 192\times [\mathrm{167,420}]$
Cfg4	8	1	S	Augm1	$256\times 192\times [\mathrm{167,420}]$