Whether on the way home from vacation – or transporting the long-awaited online order. They both share the highway.

These are known as Vehicle Activated Signs (VAS) or Smiley Activated Message (SAM) cameras. They provide drivers with real-time feedback by displaying a smiling face when you're within the speed limit ...

This work presents to detect road signs in a few seconds for avoid accidents. For this work, there is utilized YOLO v5 object detection algorithm with PyTorch.

A traffic sign detection model based on image enhancement and the GD-YOLOv8 algorithm is proposed to address the issue of low detection accuracy of existing traffic sign detection models in strong ...