Table 2 Experimental parameter settings.

From: An algorithm for road target detection of autonomous vehicles based on improved YOLOv8

Parameters

Setup

Input image size

640 × 640

Initial learning rate

0.01

Batch size

16

Workers

4

Learning momentum

0.937

Epochs

200

Optimizer

SGD