【OpenCV】(一)wechat_qrcode检测二维码
- 2024-04-26 11:07
- 41人 已看
一、注意:
opencv-4.8.0之前的版本wechat_qrcode检测二维码是矩形检测;
opencv-4.8.0+的版本wechat_qrcode检测二维码是关键点检测;
二、C++代码
代码目前是通用的(仅在opencv-4.5.5、opencv-4.8.1上测试过):
#include <iostream>
#include <opencv2/opencv.hpp>
#include <opencv2/wechat_qrcode.hpp>
using namespace std;
using namespace cv;
int main() {
const std::string modelDir = "path/model";
cv::Ptr<cv::wechat_qrcode::WeChatQRCode> detector;
try {
detector = cv::makePtr<cv::wechat_qrcode::WeChatQRCode>(
modelDir + "/detect.prototxt",
modelDir + "/detect.caffemodel",
modelDir + "/sr.prototxt",
modelDir + "/sr.caffemodel"
);
}
catch (const std::exception &e) {
std::cout <<
"\n---------------------------------------------------------------\n"
"Failed to initialize WeChatQRCode.\n"
"Please, download 'detector.*' and 'sr.*' from\n"
"https://github.com/WeChatCV/opencv_3rdparty/tree/wechat_qrcode\n"
"and put them into the current directory.\n"
"---------------------------------------------------------------\n";
std::cout << e.what() << std::endl;
return 0;
}
std::vector<cv::Mat> vPoints;
std::vector<std::string> strDecoded;
cv::Mat img = cv::imread("/home/hy-20/workspace/CLionProjects/location_qr/data/图片1.jpg");
// 检测
strDecoded = detector->detectAndDecode(img, vPoints);
cout << "strDecoded.size() = " << strDecoded.size() << endl;
// 多个二维码
for (int i = 0; i < strDecoded.size(); i++) {
cout << "decode-" << i + 1 << ": " << strDecoded[i] << endl;
Point pt1 = Point((int) vPoints[i].at<float>(0, 0), (int) vPoints[i].at<float>(0, 1));
Point pt2 = Point((int) vPoints[i].at<float>(1, 0), (int) vPoints[i].at<float>(1, 1));
Point pt3 = Point((int) vPoints[i].at<float>(2, 0), (int) vPoints[i].at<float>(2, 1));
Point pt4 = Point((int) vPoints[i].at<float>(3, 0), (int) vPoints[i].at<float>(3, 1));
cout << pt1.x << " " << pt1.y << endl;
cout << pt2.x << " " << pt2.y << endl;
cout << pt3.x << " " << pt3.y << endl;
cout << pt4.x << " " << pt4.y << endl;
line(img, pt1, pt2, Scalar(0, 255, 0), 2);
line(img, pt2, pt3, Scalar(0, 0, 0), 2);
line(img, pt3, pt4, Scalar(0, 0, 255), 2);
line(img, pt4, pt1, Scalar(255, 0, 0), 2);
// putText(img, strDecoded[i], pt1, 0, 0.5, Scalar(255, 0, 0), 2); // 中文显示问题
}
cv::resize(img, img, cv::Size(1000, 1000));
imshow("image", img);
cv::waitKey(0);
}