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	—	0.0005	—