Example #1
0
int main( int argc, const char** argv )
{
    std::string filename;
    std::string configFile = "";
    bool outputJson = false;
    int seektoms = 0;
    bool detectRegion = false;
    std::string templateRegion;
    std::string country;
    int topn;

    TCLAP::CmdLine cmd("OpenAlpr Command Line Utility", ' ', Alpr::getVersion());

    TCLAP::UnlabeledValueArg<std::string>  fileArg( "image_file", "Image containing license plates", false, "", "image_file_path"  );


    TCLAP::ValueArg<std::string> countryCodeArg("c","country","Country code to identify (either us for USA or eu for Europe).  Default=us",false, "us" ,"country_code");
    TCLAP::ValueArg<int> seekToMsArg("","seek","Seek to the specied millisecond in a video file. Default=0",false, 0 ,"integer_ms");
    TCLAP::ValueArg<std::string> configFileArg("","config","Path to the openalpr.conf file",false, "" ,"config_file");
    TCLAP::ValueArg<std::string> templateRegionArg("t","template_region","Attempt to match the plate number against a region template (e.g., md for Maryland, ca for California)",false, "" ,"region code");
    TCLAP::ValueArg<int> topNArg("n","topn","Max number of possible plate numbers to return.  Default=10",false, 10 ,"topN");

    TCLAP::SwitchArg jsonSwitch("j","json","Output recognition results in JSON format.  Default=off", cmd, false);
    TCLAP::SwitchArg detectRegionSwitch("d","detect_region","Attempt to detect the region of the plate image.  Default=off", cmd, false);
    TCLAP::SwitchArg clockSwitch("","clock","Measure/print the total time to process image and all plates.  Default=off", cmd, false);

    try
    {
        cmd.add( templateRegionArg );
        cmd.add( seekToMsArg );
        cmd.add( topNArg );
        cmd.add( configFileArg );
        cmd.add( fileArg );
        cmd.add( countryCodeArg );


        if (cmd.parse( argc, argv ) == false)
        {
            // Error occured while parsing.  Exit now.
            return 1;
        }

        filename = fileArg.getValue();

        country = countryCodeArg.getValue();
        seektoms = seekToMsArg.getValue();
        outputJson = jsonSwitch.getValue();
        configFile = configFileArg.getValue();
        detectRegion = detectRegionSwitch.getValue();
        templateRegion = templateRegionArg.getValue();
        topn = topNArg.getValue();
        measureProcessingTime = clockSwitch.getValue();
    }
    catch (TCLAP::ArgException &e)    // catch any exceptions
    {
        std::cerr << "error: " << e.error() << " for arg " << e.argId() << std::endl;
        return 1;
    }


    cv::Mat frame;

    Alpr alpr(country, configFile);
    alpr.setTopN(topn);

    if (detectRegion)
        alpr.setDetectRegion(detectRegion);

    if (templateRegion.empty() == false)
        alpr.setDefaultRegion(templateRegion);

    if (alpr.isLoaded() == false)
    {
        std::cerr << "Error loading OpenALPR" << std::endl;
        return 1;
    }

    if (filename.empty())
    {
        std::string filename;
        while (std::getline(std::cin, filename))
        {
            if (fileExists(filename.c_str()))
            {
                frame = cv::imread( filename );
                detectandshow( &alpr, frame, "", outputJson);
            }
            else
            {
                std::cerr << "Image file not found: " << filename << std::endl;
            }

        }
    }
    else if (filename == "webcam")
    {
        int framenum = 0;
        cv::VideoCapture cap(0);
        if (!cap.isOpened())
        {
            std::cout << "Error opening webcam" << std::endl;
            return 1;
        }

        while (cap.read(frame))
        {
            detectandshow(&alpr, frame, "", outputJson);
            usleep(1000);
            framenum++;
        }
    }
    else if (startsWith(filename, "http://") || startsWith(filename, "https://"))
    {
        int framenum = 0;

        VideoBuffer videoBuffer;

        videoBuffer.connect(filename, 5);

        cv::Mat latestFrame;

        while (program_active)
        {
            int response = videoBuffer.getLatestFrame(&latestFrame);

            if (response != -1)
            {
                detectandshow( &alpr, latestFrame, "", outputJson);
            }

            // Sleep 10ms
            usleep(10000);
        }

        videoBuffer.disconnect();

        std::cout << "Video processing ended" << std::endl;
    }
    else if (hasEndingInsensitive(filename, ".avi") || hasEndingInsensitive(filename, ".mp4") || hasEndingInsensitive(filename, ".webm") ||
             hasEndingInsensitive(filename, ".flv") || hasEndingInsensitive(filename, ".mjpg") || hasEndingInsensitive(filename, ".mjpeg"))
    {
        if (fileExists(filename.c_str()))
        {
            int framenum = 0;

            cv::VideoCapture cap=cv::VideoCapture();
            cap.open(filename);
            cap.set(CV_CAP_PROP_POS_MSEC, seektoms);

            while (cap.read(frame))
            {
                if (SAVE_LAST_VIDEO_STILL)
                {
                    cv::imwrite(LAST_VIDEO_STILL_LOCATION, frame);
                }
                std::cout << "Frame: " << framenum << std::endl;

                detectandshow( &alpr, frame, "", outputJson);
                //create a 1ms delay
                usleep(1000);
                framenum++;
            }
        }
        else
        {
            std::cerr << "Video file not found: " << filename << std::endl;
        }
    }
    else if (hasEndingInsensitive(filename, ".png") || hasEndingInsensitive(filename, ".jpg") ||
             hasEndingInsensitive(filename, ".jpeg") || hasEndingInsensitive(filename, ".gif"))
    {
        if (fileExists(filename.c_str()))
        {
            frame = cv::imread( filename );

            detectandshow( &alpr, frame, "", outputJson);
        }
        else
        {
            std::cerr << "Image file not found: " << filename << std::endl;
        }
    }
    else if (DirectoryExists(filename.c_str()))
    {
        std::vector<std::string> files = getFilesInDir(filename.c_str());

        std::sort( files.begin(), files.end(), stringCompare );

        for (int i = 0; i< files.size(); i++)
        {
            if (hasEndingInsensitive(files[i], ".jpg") || hasEndingInsensitive(files[i], ".png"))
            {
                std::string fullpath = filename + "/" + files[i];
                std::cout << fullpath << std::endl;
                frame = cv::imread( fullpath.c_str() );
                if (detectandshow( &alpr, frame, "", outputJson))
                {
                    //while ((char) cv::waitKey(50) != 'c') { }
                }
                else
                {
                    //cv::waitKey(50);
                }
            }
        }
    }
    else
    {
        std::cerr << "Unknown file type" << std::endl;
        return 1;
    }

    return 0;
}
Example #2
0
int main( int argc, const char** argv )
{
  std::vector<std::string> filenames;
  std::string configFile = "";
  bool outputJson = false;
  int seektoms = 0;
  bool detectRegion = false;
  std::string country;
  int topn;
  bool debug_mode = false;

  TCLAP::CmdLine cmd("OpenAlpr Command Line Utility", ' ', Alpr::getVersion());

  TCLAP::UnlabeledMultiArg<std::string>  fileArg( "image_file", "Image containing license plates", true, "", "image_file_path"  );

  
  TCLAP::ValueArg<std::string> countryCodeArg("c","country","Country code to identify (either us for USA or eu for Europe).  Default=us",false, "us" ,"country_code");
  TCLAP::ValueArg<int> seekToMsArg("","seek","Seek to the specified millisecond in a video file. Default=0",false, 0 ,"integer_ms");
  TCLAP::ValueArg<std::string> configFileArg("","config","Path to the openalpr.conf file",false, "" ,"config_file");
  TCLAP::ValueArg<std::string> templatePatternArg("p","pattern","Attempt to match the plate number against a plate pattern (e.g., md for Maryland, ca for California)",false, "" ,"pattern code");
  TCLAP::ValueArg<int> topNArg("n","topn","Max number of possible plate numbers to return.  Default=10",false, 10 ,"topN");

  TCLAP::SwitchArg jsonSwitch("j","json","Output recognition results in JSON format.  Default=off", cmd, false);
  TCLAP::SwitchArg debugSwitch("","debug","Enable debug output.  Default=off", cmd, false);
  TCLAP::SwitchArg detectRegionSwitch("d","detect_region","Attempt to detect the region of the plate image.  [Experimental]  Default=off", cmd, false);
  TCLAP::SwitchArg clockSwitch("","clock","Measure/print the total time to process image and all plates.  Default=off", cmd, false);
  TCLAP::SwitchArg motiondetect("", "motion", "Use motion detection on video file or stream.  Default=off", cmd, false);

  try
  {
    cmd.add( templatePatternArg );
    cmd.add( seekToMsArg );
    cmd.add( topNArg );
    cmd.add( configFileArg );
    cmd.add( fileArg );
    cmd.add( countryCodeArg );

    
    if (cmd.parse( argc, argv ) == false)
    {
      // Error occurred while parsing.  Exit now.
      return 1;
    }

    filenames = fileArg.getValue();

    country = countryCodeArg.getValue();
    seektoms = seekToMsArg.getValue();
    outputJson = jsonSwitch.getValue();
    debug_mode = debugSwitch.getValue();
    configFile = configFileArg.getValue();
    detectRegion = detectRegionSwitch.getValue();
    templatePattern = templatePatternArg.getValue();
    topn = topNArg.getValue();
    measureProcessingTime = clockSwitch.getValue();
	do_motiondetection = motiondetect.getValue();
  }
  catch (TCLAP::ArgException &e)    // catch any exceptions
  {
    std::cerr << "error: " << e.error() << " for arg " << e.argId() << std::endl;
    return 1;
  }

  
  cv::Mat frame;

  Alpr alpr(country, configFile);
  alpr.setTopN(topn);
  
  if (debug_mode)
  {
    alpr.getConfig()->setDebug(true);
  }

  if (detectRegion)
    alpr.setDetectRegion(detectRegion);

  if (templatePattern.empty() == false)
    alpr.setDefaultRegion(templatePattern);

  if (alpr.isLoaded() == false)
  {
    std::cerr << "Error loading OpenALPR" << std::endl;
    return 1;
  }

  for (unsigned int i = 0; i < filenames.size(); i++)
  {
    std::string filename = filenames[i];

    if (filename == "-")
    {
      std::vector<uchar> data;
      int c;

      while ((c = fgetc(stdin)) != EOF)
      {
        data.push_back((uchar) c);
      }

      frame = cv::imdecode(cv::Mat(data), 1);
      if (!frame.empty())
      {
        detectandshow(&alpr, frame, "", outputJson);
      }
      else
      {
        std::cerr << "Image invalid: " << filename << std::endl;
      }
    }
    else if (filename == "stdin")
    {
      std::string filename;
      while (std::getline(std::cin, filename))
      {
        if (fileExists(filename.c_str()))
        {
          frame = cv::imread(filename);
          detectandshow(&alpr, frame, "", outputJson);
        }
        else
        {
          std::cerr << "Image file not found: " << filename << std::endl;
        }

      }
    }
    else if (filename == "webcam" || startsWith(filename, WEBCAM_PREFIX))
    {
      int webcamnumber = 0;
      
      // If they supplied "/dev/video[number]" parse the "number" here
      if(startsWith(filename, WEBCAM_PREFIX) && filename.length() > WEBCAM_PREFIX.length())
      {
        webcamnumber = atoi(filename.substr(WEBCAM_PREFIX.length()).c_str());
      }
      
      int framenum = 0;
      cv::VideoCapture cap(webcamnumber);
      if (!cap.isOpened())
      {
        std::cerr << "Error opening webcam" << std::endl;
        return 1;
      }

      while (cap.read(frame))
      {
        if (framenum == 0)
          motiondetector.ResetMotionDetection(&frame);
        detectandshow(&alpr, frame, "", outputJson);
        sleep_ms(10);
        framenum++;
      }
    }
    else if (startsWith(filename, "http://") || startsWith(filename, "https://"))
    {
      int framenum = 0;

      VideoBuffer videoBuffer;

      videoBuffer.connect(filename, 5);

      cv::Mat latestFrame;

      while (program_active)
      {
        std::vector<cv::Rect> regionsOfInterest;
        int response = videoBuffer.getLatestFrame(&latestFrame, regionsOfInterest);

        if (response != -1)
        {
          if (framenum == 0)
            motiondetector.ResetMotionDetection(&latestFrame);
          detectandshow(&alpr, latestFrame, "", outputJson);
        }

        // Sleep 10ms
        sleep_ms(10);
        framenum++;
      }

      videoBuffer.disconnect();

      std::cout << "Video processing ended" << std::endl;
    }
    else if (hasEndingInsensitive(filename, ".avi") || hasEndingInsensitive(filename, ".mp4") ||
                                                       hasEndingInsensitive(filename, ".webm") ||
                                                       hasEndingInsensitive(filename, ".flv") || hasEndingInsensitive(filename, ".mjpg") ||
                                                       hasEndingInsensitive(filename, ".mjpeg") ||
             hasEndingInsensitive(filename, ".mkv")
        )
    {
      if (fileExists(filename.c_str()))
      {
        int framenum = 0;

        cv::VideoCapture cap = cv::VideoCapture();
        cap.open(filename);
        cap.set(CV_CAP_PROP_POS_MSEC, seektoms);

        while (cap.read(frame))
        {
          if (SAVE_LAST_VIDEO_STILL)
          {
            cv::imwrite(LAST_VIDEO_STILL_LOCATION, frame);
          }
          if (!outputJson)
            std::cout << "Frame: " << framenum << std::endl;
          
          if (framenum == 0)
            motiondetector.ResetMotionDetection(&frame);
          detectandshow(&alpr, frame, "", outputJson);
          //create a 1ms delay
          sleep_ms(1);
          framenum++;
        }
      }
      else
      {
        std::cerr << "Video file not found: " << filename << std::endl;
      }
    }
    else if (is_supported_image(filename))
    {
      if (fileExists(filename.c_str()))
      {
        frame = cv::imread(filename);

        bool plate_found = detectandshow(&alpr, frame, "", outputJson);

        if (!plate_found && !outputJson)
          std::cout << "No license plates found." << std::endl;
      }
      else
      {
        std::cerr << "Image file not found: " << filename << std::endl;
      }
    }
    else if (DirectoryExists(filename.c_str()))
    {
      std::vector<std::string> files = getFilesInDir(filename.c_str());

      std::sort(files.begin(), files.end(), stringCompare);

      for (int i = 0; i < files.size(); i++)
      {
        if (is_supported_image(files[i]))
        {
          std::string fullpath = filename + "/" + files[i];
          std::cout << fullpath << std::endl;
          frame = cv::imread(fullpath.c_str());
          if (detectandshow(&alpr, frame, "", outputJson))
          {
            //while ((char) cv::waitKey(50) != 'c') { }
          }
          else
          {
            //cv::waitKey(50);
          }
        }
      }
    }
    else
    {
      std::cerr << "Unknown file type" << std::endl;
      return 1;
    }
  }

  return 0;
}