Efficient Multistage License Plate Detection and Recognition Using YOLOv8 and CNN for Smart Parking Systems

Table 7

Hyperparameters used to train the proposed CNN model.

Training component	Approach and values
Number of epochs	50 with early stopping
Batch size	16
Learning rate	0.01
Loss function	Categorical Cross-entropy
Weight decay	0.01
Optimizer	Adam