Research Article

Combining Self-Supervised Learning and Yolo v4 Network for Construction Vehicle Detection

Table 1

Five-fold cross-validation of experimental results.

Training timesModel 1Model 2Model 3Model 4Model 5Average values of accuracy

Detection accuracy0.8920.9370.9650.9490.9210.933
Regression rate0.910.880.940.950.930.92