Research Article

A Combined Detection Algorithm for Personal Protective Equipment Based on Lightweight YOLOv4 Model

Table 3

Experimental parameters.

ParameterValue

Learning rate (learning rate)0.002324
Number of iterations (epoch)400
Batch size (batch_size)8
Momentum (momentum)0.97
Weight decay (weight_decay)0.0004569
Learning rate decay factor (Ir_factor)0.1
Penalty coefficient ()0.0005