ciAnd7 / Russian_System_of_ANPR

The Russian system of automatic number plate recognition

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ANPR System: The Russian system of automatic number plate recognition

Dependencies

  • OpenCV >= 2.4.9
  • leptonica >= 1.71
  • Tesseract OCR >= 3.02

Build (Ubuntu)

  • Build dependencies
sudo add-apt-repository --yes ppa:xqms/opencv-nonfree
sudo apt-get update
sudo apt-get install build-essential cmake git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev libopencv-dev libtesseract-dev libleptonica-dev  liblog4cplus-dev libcurl3-dev libopencv-nonfree-dev
  • Getting last build and setuping
cd ~/<my_working _directory>
git clone https://github.com/hardkun/Russian_System_of_ANPR.git
cd Russian_System_of_ANPR/
sudo cp -v runtime_data/tessdata/* /usr/share/tesseract-ocr/tessdata
sudo cp -v runtime_data/haarcascade_russian_plate_number.xml src/
sudo cp -v runtime_data/haarcascade_russian_plate_number_symbol.xml src/
  • Building app
g++ *.cpp  -l:libopencv_core.so.2.4.9 -l:libopencv_highgui.so.2.4.9  -l:libopencv_video.so.2.4.9  -l:libopencv_calib3d.so.2.4.9  -l:libopencv_contrib.so.2.4.9  -l:libopencv_features2d.so.2.4.9  -l:libopencv_flann.so.2.4.9  -l:libopencv_gpu.so.2.4.9  -l:libopencv_imgproc.so.2.4.9  -l:libopencv_legacy.so.2.4.9  -l:libopencv_ml.so.2.4.9  -l:libopencv_nonfree.so.2.4.9  -l:libopencv_objdetect.so.2.4.9  -l:libopencv_ocl.so.2.4.9  -l:libopencv_photo.so.2.4.9   -l:libopencv_stitching.so.2.4.9  -l:libopencv_superres.so.2.4.9  -ltesseract -llept -std=c++11 -o rusalpr
  • Run app
./rusalpr path/to/image

Screenshot

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Debian Stretch Headless Build & Run

# apt-get install sudo vim
$ sudo apt-get install build-essential cmake git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev libopencv-dev libtesseract-dev libleptonica-dev  liblog4cplus-dev libcurl3-dev 
$ g++ *.cpp  -l:libopencv_core.so.2.4.9 -l:libopencv_highgui.so.2.4.9  -l:libopencv_video.so.2.4.9  -l:libopencv_calib3d.so.2.4.9  -l:libopencv_contrib.so.2.4.9  -l:libopencv_features2d.so.2.4.9  -l:libopencv_flann.so.2.4.9  -l:libopencv_gpu.so.2.4.9  -l:libopencv_imgproc.so.2.4.9  -l:libopencv_legacy.so.2.4.9  -l:libopencv_ml.so.2.4.9  -l:libopencv_objdetect.so.2.4.9  -l:libopencv_ocl.so.2.4.9  -l:libopencv_photo.so.2.4.9   -l:libopencv_stitching.so.2.4.9  -l:libopencv_superres.so.2.4.9  -ltesseract -llept -std=c++11 -o rusalpr
$ ./rusalpr

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The Russian system of automatic number plate recognition

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