Table 2 Values of hyperparameters optimized with the enhanced ABC optimization technique.

From: An optimized YOLO NAS based framework for realtime object detection

Hyperparameter

Value

Confidence Threshold

0.5

Learning rate

0.003

Batch size

32

Weight decay for regularization

5e-4

Activation function

MISH

Anchor box optimization

Based on the size of the dataset