vitis::ai::YOLOvX - 3.5 English

Input is an image (cv::Mat).

Output is the position of the pedestrians in the input image.

Sample code:

auto yolo = vitis::ai::YOLOvX::create("yolovx_pt", true);

Mat img = cv::imread("sample_yolovx.jpg");
auto results = yolo->run(img);

for (auto& result : results.bboxes) {
  int label = result.label;
  auto& box = result.box;

  cout << "RESULT: " << label << "\t" << std::fixed << std::setprecision(2)
       << box[0] << "\t" << box[1] << "\t" << box[2] << "\t" << box[3] << "\t"
       << std::setprecision(6) << result.score << "\n";
  rectangle(img, Point(box[0], box[1]), Point(box[2], box[3]),
            Scalar(0, 255, 0), 1, 1, 0);
}
imwrite("result.jpg", img);

Quick Function Reference

The following table lists all the functions defined in the vitis::ai::YOLOvX class: