Table 3 Model parameters and memory footprint on mobile devices.

From: Lightweight concrete crack recognition model based on improved MobileNetV3

Model

Parameter

Memory Consumption on Mobile Devices

MobileNetV3

4.21 M

16.83 MB

ResNet50

5.48 M

97.9 MB

DenseNet

9.85 M

31.4 MB

EfficientNetV2

21.45 M

83.4 MB

ShuffleNetV2

5.34 M

20.8 MB

This paper

2.90 M

11.5 MB

  1. Significant values are in [bold].
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