【OpenCV】(一)wechat_qrcode检测二维码

发布于:2024-04-30 ⋅ 阅读:(35) ⋅ 点赞:(0)

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);
}

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