Table 2.

Summary of optimal training parameters determined using each network for each training set

DataSet	Optimal parameters	Network
		Mask R-CNN	Stardist	ANCIS
Tissue	Epochs	400	400	200 (500 RPN)
	Steps	500	300	NA
	Learning Rate	1E−4	1E−4	1E−4
	Training Set	77*	77*	77*
Cell	Epochs	600	400	400 (500 RPN)
	Steps	500	300	NA
	Learning Rate	1E−4	1E−4	1E−4
	Training Set	60	65*	65*

^*Indicates the number is the maximum number of images available in the dataset