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Table 2 Factors and levels for the Resnet50 backbone network of the SSD

From: Automatic identifying and counting blood cells in smear images by using single shot detector and Taguchi method

Factor (algorithm hyperparameter)

Levels

1

2

3

A: Optimizer

adam

sgdm

adam

B: MiniBatchSize

14

16

18

C: InitialLearnRate

10−3

10−4

10−5

D: LearnRateDropPeriod

30

40

50

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BMC Bioinformatics

ISSN: 1471-2105

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