Introduction

This application notes provide users with steps to use VisionFive 2 to recognize various objects based on OpenCV. StarFive has made it compatible with VisionFive 2 and accelerated and improved GPU performance.

This application notes include three applications correspond to three object recognition models:

  • YOLO-V3
  • YOLO-V5 with ONNX format converted from PyTorch
  • MobileNet-SSD

This application is one of the object detection applications implemented by StarFive. For the other applications, see Object Detection Applications.