Research Article
Detection of Microdefects in Fabric with Multifarious Patterns and Colors Using Deep Convolutional Neural Network
Table 4
Hyperparameters of the models.
| Parameters | AlexNet | YOLOv8 | Proposed DCNN model |
| Training option | Adam | SGD | Adam | Batch size | 135 | 64 | 32 | Learning rate | 0.001 | 0.01 | 0.001 | Epoch | 15 | 160 | 20 | Weight decay | ā | 0.0005 | ā |
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