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Open Source Computer Vision Library
https://opencv.org/
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224 lines
7.0 KiB
224 lines
7.0 KiB
1 year ago
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#include <iostream>
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#include "opencv2/objdetect.hpp"
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#include "opencv2/imgproc.hpp"
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#include "opencv2/highgui.hpp"
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using namespace cv;
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using namespace std;
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static const Scalar greenColor(0, 255, 0);
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static const Scalar redColor(0, 0, 255);
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static const Scalar yellowColor(0, 255, 255);
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static Scalar randColor()
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{
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RNG &rng = theRNG();
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return Scalar(rng.uniform(0, 255), rng.uniform(0, 255), rng.uniform(0, 255));
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}
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//==============================================================================
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struct TheApp
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{
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Ptr<barcode::BarcodeDetector> bardet;
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//! [output]
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vector<Point> corners;
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vector<string> decode_info;
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vector<string> decode_type;
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//! [output]
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bool detectOnly;
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void cleanup()
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{
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corners.clear();
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decode_info.clear();
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decode_type.clear();
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}
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inline string modeString() const
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{
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return detectOnly ? "<detect>" : "<detectAndDecode>";
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}
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void drawResults(Mat &frame) const
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{
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//! [visualize]
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for (size_t i = 0; i < corners.size(); i += 4)
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{
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const size_t idx = i / 4;
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const bool isDecodable = idx < decode_info.size()
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&& idx < decode_type.size()
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&& !decode_type[idx].empty();
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const Scalar lineColor = isDecodable ? greenColor : redColor;
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// draw barcode rectangle
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vector<Point> contour(corners.begin() + i, corners.begin() + i + 4);
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const vector< vector<Point> > contours {contour};
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drawContours(frame, contours, 0, lineColor, 1);
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// draw vertices
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for (size_t j = 0; j < 4; j++)
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circle(frame, contour[j], 2, randColor(), -1);
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// write decoded text
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if (isDecodable)
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{
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ostringstream buf;
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buf << "[" << decode_type[idx] << "] " << decode_info[idx];
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putText(frame, buf.str(), contour[1], FONT_HERSHEY_COMPLEX, 0.8, yellowColor, 1);
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}
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}
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//! [visualize]
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}
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void drawFPS(Mat &frame, double fps) const
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{
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ostringstream buf;
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buf << modeString()
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<< " (" << corners.size() / 4 << "/" << decode_type.size() << "/" << decode_info.size() << ") "
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<< cv::format("%.2f", fps) << " FPS ";
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putText(frame, buf.str(), Point(25, 25), FONT_HERSHEY_COMPLEX, 0.8, redColor, 2);
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}
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inline void call_decode(Mat &frame)
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{
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cleanup();
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if (detectOnly)
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{
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//! [detect]
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bardet->detectMulti(frame, corners);
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//! [detect]
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}
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else
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{
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//! [detectAndDecode]
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bardet->detectAndDecodeWithType(frame, decode_info, decode_type, corners);
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//! [detectAndDecode]
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}
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}
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int liveBarCodeDetect()
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{
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VideoCapture cap(0);
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if (!cap.isOpened())
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{
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cout << "Cannot open a camera" << endl;
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return 2;
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}
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Mat frame;
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Mat result;
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cap >> frame;
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cout << "Image size: " << frame.size() << endl;
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cout << "Press 'd' to switch between <detect> and <detectAndDecode> modes" << endl;
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cout << "Press 'ESC' to exit" << endl;
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for (;;)
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{
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cap >> frame;
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if (frame.empty())
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{
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cout << "End of video stream" << endl;
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break;
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}
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if (frame.channels() == 1)
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cvtColor(frame, frame, COLOR_GRAY2BGR);
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TickMeter timer;
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timer.start();
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call_decode(frame);
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timer.stop();
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drawResults(frame);
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drawFPS(frame, timer.getFPS());
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imshow("barcode", frame);
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const char c = (char)waitKey(1);
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if (c == 'd')
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{
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detectOnly = !detectOnly;
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cout << "Mode switched to " << modeString() << endl;
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}
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else if (c == 27)
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{
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cout << "'ESC' is pressed. Exiting..." << endl;
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break;
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}
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}
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return 0;
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}
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int imageBarCodeDetect(const string &in_file, const string &out_file)
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{
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Mat frame = imread(in_file, IMREAD_COLOR);
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cout << "Image size: " << frame.size() << endl;
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cout << "Mode is " << modeString() << endl;
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const int count_experiments = 100;
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TickMeter timer;
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for (size_t i = 0; i < count_experiments; i++)
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{
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timer.start();
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call_decode(frame);
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timer.stop();
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}
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cout << "FPS: " << timer.getFPS() << endl;
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drawResults(frame);
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if (!out_file.empty())
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{
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cout << "Saving result: " << out_file << endl;
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imwrite(out_file, frame);
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}
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imshow("barcode", frame);
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cout << "Press any key to exit ..." << endl;
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waitKey(0);
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return 0;
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}
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};
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//==============================================================================
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int main(int argc, char **argv)
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{
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const string keys = "{h help ? | | print help messages }"
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"{i in | | input image path (also switches to image detection mode) }"
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"{detect | false | detect 1D barcode only (skip decoding) }"
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"{o out | | path to result file (only for single image decode) }"
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"{sr_prototxt| | super resolution prototxt path }"
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"{sr_model | | super resolution model path }";
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CommandLineParser cmd_parser(argc, argv, keys);
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cmd_parser.about("This program detects the 1D barcodes from camera or images using the OpenCV library.");
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if (cmd_parser.has("help"))
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{
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cmd_parser.printMessage();
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return 0;
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}
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const string in_file = cmd_parser.get<string>("in");
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const string out_file = cmd_parser.get<string>("out");
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const string sr_prototxt = cmd_parser.get<string>("sr_prototxt");
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const string sr_model = cmd_parser.get<string>("sr_model");
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if (!cmd_parser.check())
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{
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cmd_parser.printErrors();
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return -1;
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}
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TheApp app;
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app.detectOnly = cmd_parser.has("detect") && cmd_parser.get<bool>("detect");
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//! [initialize]
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try
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{
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app.bardet = makePtr<barcode::BarcodeDetector>(sr_prototxt, sr_model);
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}
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catch (const std::exception& e)
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{
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cout <<
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"\n---------------------------------------------------------------\n"
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"Failed to initialize super resolution.\n"
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"Please, download 'sr.*' from\n"
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"https://github.com/WeChatCV/opencv_3rdparty/tree/wechat_qrcode\n"
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"and put them into the current directory.\n"
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"Or you can leave sr_prototxt and sr_model unspecified.\n"
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"---------------------------------------------------------------\n";
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cout << e.what() << endl;
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return -1;
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}
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//! [initialize]
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if (in_file.empty())
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return app.liveBarCodeDetect();
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else
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return app.imageBarCodeDetect(in_file, out_file);
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}
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