A Multiscale CNN-CRF Framework for Environmental Microorganism Image Segmentation

Table 4

The memory requirements of U-Net and mU-Net-BXs.

Memory requirement	Model
	U-Net	mU-Net-B1	mU-Net-B2	mU-Net-B3
Training	35.76 min	78.24 min	28.53 min	36.52 min
Average testing	0.045 s	0.134 s	0.091 s	0.148 s