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Table 4 Computational time for the DCRN, R2U-Net, and UD-Net models in the testing phase in seconds

From: Microscopic nuclei classification, segmentation, and detection with improved deep convolutional neural networks (DCNN)

Model

Task

Computational time/epoch (Sec.)

DCRN

Classification

0.0017

R2U-Net

Segmentation

0.57239

UD-Net regression model

Detection

3.19906