Table 2.

Hyperparameters for generative adversarial network generation model.

Hyperparameters	Values
Training Data	5000-15000 front-view images of each garment type (applied with data augmentation)
Batch Size and Image Size	128
Channel	3 for colour images
Number of training epochs	50
Generator Layers	15
Discriminator Layers	17
Learning rate for optimizer	0.0002
Optimizer	Adaptive Moment Estimation (Adam)
Loss function	Binary Cross Entropy Loss
Training and Generation Time	30–60 min