Table 5 Conducted experiments.

From: DOES - A multimodal dataset for supervised and unsupervised analysis of steel scrap

Experiment

Model No.

Architecture

Epochs

Batch Size

Class Weights

Train Set

Test Set

I

1

PreActResNet1830

50

32

yes

tiles

tiles

II

2

PreActResNet18

50

32

yes

raw

tiles

III

2

PreActResNet18

50

32

yes

raw

raw

IV

3

PreActResNet18

50

32

no

tiles

tiles

V

4

ResNet5033

50

32

no

tiles

tiles

Back to article page