Research Article
Transfer Learning-Based Condition Monitoring of Single Point Cutting Tool
Table 3
Characteristic features of adopted pretrained networks.
| | Model/network | Number of layers | Learnable parameters (in millions) | Input size of the image |
| | AlexNet | 8 | 60.0 | 227 × 227 | | VGG-16 | 16 | 137.0 | 224 × 224 | | GoogLeNet | 22 | 7.1 | 224 × 224 | | ResNet-50 | 50 | 25.7 | 224 × 224 |
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