#include "grayMatch.h" #include #include int main() { auto src = cv::imread("C:/Users/qiuyong/Desktop/test/template/model3.bmp", cv::IMREAD_GRAYSCALE); auto dst = cv::imread("C:/Users/qiuyong/Desktop/test/template/model3_src1.bmp", cv::IMREAD_GRAYSCALE); auto t0 = cv::getTickCount(); auto model = trainModel(src.data, src.cols, src.rows, src.channels(), int(src.step), 0, 0, src.cols, src.rows, -1); auto t1 = cv::getTickCount(); int size; serialize(model, nullptr, &size); std::vector buffer(size); serialize(model, buffer.data(), &size); freeModel(&model); model = deserialize(buffer.data(), int(buffer.size())); int num = 70; std::vector poses(num); auto t2 = cv::getTickCount(); matchModel(dst.data, dst.cols, dst.rows, dst.channels(), int(dst.step), 0, 0, dst.cols, dst.rows, model, &num, poses.data(), -1, 0, 360, 0, 0.5, 1); auto t3 = cv::getTickCount(); auto trainCost = double(t1 - t0) / cv::getTickFrequency(); auto matchCost = double(t3 - t2) / cv::getTickFrequency(); std::cout << "train(s):" << trainCost << " match(s):" << matchCost << std::endl; cv::Mat color; cv::cvtColor(dst, color, cv::COLOR_GRAY2RGB); for (int i = 0; i < num; i++) { auto &pose = poses[ i ]; cv::RotatedRect rect(cv::Point2f(pose.x, pose.y), src.size(), -pose.angle); cv::Point2f pts[ 4 ]; rect.points(pts); cv::line(color, pts[ 0 ], pts[ 1 ], cv::Scalar(255, 0, 0), 1, cv::LINE_AA); cv::line(color, pts[ 1 ], pts[ 2 ], cv::Scalar(255, 0, 0), 1, cv::LINE_AA); cv::line(color, pts[ 2 ], pts[ 3 ], cv::Scalar(255, 0, 0), 1, cv::LINE_AA); cv::line(color, pts[ 3 ], pts[ 0 ], cv::Scalar(255, 0, 0), 1, cv::LINE_AA); std::cout << pose.x << "," << pose.y << "," << pose.angle << "," << pose.score << std::endl; } cv::imshow("img", color); cv::waitKey(); return 0; }