Table 3 Training time of total 7 deep neural network for the classification of normal and stressed affected phase map of sperm cell.

From: High spatially sensitive quantitative phase imaging assisted with deep neural network for classification of human spermatozoa under stressed condition

Deep neural network for classification of sperm cells

Training time (s)

AlexNet

3,222

GoogLeNet

8,359

Inception-ResNet-V2

60,992

VGG-16

5,183

VGG-19

8,783

ResNet-50

7,756

ResNet-101

16,943

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