Real-time vehicle recognition system using you only look once model with uniform experimental design

HIGHLIGHTS

• What: To enhance model accuracy while conserving computational time through fewer experiments, in this study, the authors employed a uniform experimental design to optimize parameters, effectively addressing the challenge of multi-factor and multi-level parameter selection. In this study, seven factors, including three 2-level factors and four 3-level factors, were designed and are listed in Table 1. The authors aim to verify the effectiveness of U-YOLOv4 using two datasets. The model was also evaluated under various lighting scenarios and tested for real-time application on highways.
• Who: MYU Tokyo and colleagues . . .
  

   

  

  If you want to have access to all the content you need to log in!

  Thanks :)

  Username or Email

  Password

  Remember me

  Lost your password?

  If you don't have an account, you can create one here.