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https://github.com/openalpr/openalpr

Automatic License Plate Recognition library
https://github.com/openalpr/openalpr

Last synced: 25 days ago
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Automatic License Plate Recognition library

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README 

        
openalpr

========



OpenALPR is an open source *Automatic License Plate Recognition* library written in C++ with bindings in C#, Java, Node.js, Go, and Python.  The library analyzes images and video streams to identify license plates.  The output is the text representation of any license plate characters.



Check out a live online demo here: http://www.openalpr.com/demo-image.html



User Guide

-----------



OpenALPR includes a command line utility.  Simply typing "alpr [image file path]" is enough to get started recognizing license plate images.



For example, the following output is created by analyzing this image:

![Plate Image](http://www.openalpr.com/images/demoscreenshots/plate3.png "Input image")



```

user@linux:~/openalpr$ alpr ./samplecar.png



plate0: top 10 results -- Processing Time = 58.1879ms.

    - PE3R2X     confidence: 88.9371

    - PE32X      confidence: 78.1385

    - PE3R2      confidence: 77.5444

    - PE3R2Y     confidence: 76.1448

    - P63R2X     confidence: 72.9016

    - FE3R2X     confidence: 72.1147

    - PE32       confidence: 66.7458

    - PE32Y      confidence: 65.3462

    - P632X      confidence: 62.1031

    - P63R2      confidence: 61.5089



```



Detailed command line usage:



```

user@linux:~/openalpr$ alpr --help



USAGE: 



   alpr  [-c ] [--config ] [-n ] [--seek

         ] [-p ] [--clock] [-d] [-j] [--]

         [--version] [-h] 



Where: 



   -c ,  --country 

     Country code to identify (either us for USA or eu for Europe). 

     Default=us



   --config 

     Path to the openalpr.conf file



   -n ,  --topn 

     Max number of possible plate numbers to return.  Default=10



   --seek 

     Seek to the specified millisecond in a video file. Default=0



   -p ,  --pattern 

     Attempt to match the plate number against a plate pattern (e.g., md

     for Maryland, ca for California)



   --clock

     Measure/print the total time to process image and all plates. 

     Default=off



   -d,  --detect_region

     Attempt to detect the region of the plate image.  [Experimental] 

     Default=off



   -j,  --json

     Output recognition results in JSON format.  Default=off



   --,  --ignore_rest

     Ignores the rest of the labeled arguments following this flag.



   --version

     Displays version information and exits.



   -h,  --help

     Displays usage information and exits.



   

     Image containing license plates



   OpenAlpr Command Line Utility



```



Binaries

----------



Pre-compiled Windows binaries can be downloaded on the [releases page](https://github.com/openalpr/openalpr/releases)



Install OpenALPR on Ubuntu 16.04 with the following commands:



    sudo apt-get update && sudo apt-get install -y openalpr openalpr-daemon openalpr-utils libopenalpr-dev



Documentation

---------------



Detailed documentation is available at [doc.openalpr.com](http://doc.openalpr.com/)



Integrating the Library

-----------------------



OpenALPR is written in C++ and has bindings in C#, Python, Node.js, Go, and Java.  Please see this guide for examples showing how to run OpenALPR in your application: http://doc.openalpr.com/bindings.html



Compiling

-----------



[![Build Status](https://travis-ci.org/openalpr/openalpr.svg?branch=master)](https://travis-ci.org/openalpr/openalpr)



OpenALPR compiles and runs on Linux, Mac OSX and Windows.



OpenALPR requires the following additional libraries:



    - Tesseract OCR v3.0.4 (https://github.com/tesseract-ocr/tesseract)

    - OpenCV v2.4.8+ (http://opencv.org/)



After cloning this GitHub repository, you should download and extract Tesseract and OpenCV source code into their own directories.  Compile both libraries.



Please follow these detailed compilation guides for your respective operating system:



* [Windows](https://github.com/openalpr/openalpr/wiki/Compilation-instructions-(Windows))

* [Ubuntu Linux](https://github.com/openalpr/openalpr/wiki/Compilation-instructions-(Ubuntu-Linux))

* [OS X](https://github.com/openalpr/openalpr/wiki/Compilation-instructions-(OS-X))

* [Android Library](https://github.com/SandroMachado/openalpr-android)

* [Android Application Sample](https://github.com/sujaybhowmick/OpenAlprDroidApp)

* [iOS](https://github.com/twelve17/openalpr-ios)

* [iOS React Native](https://github.com/cardash/react-native-openalpr)

* [Xamarin](https://github.com/kevinjpetersen/openalpr-xamarin)



If all went well, there should be an executable named *alpr* along with *libopenalpr-static.a* and *libopenalpr.so* that can be linked into your project.



Docker

------



``` shell

# Build docker image

docker build -t openalpr https://github.com/openalpr/openalpr.git

# Download test image

wget http://plates.openalpr.com/h786poj.jpg

# Run alpr on image

docker run -it --rm -v $(pwd):/data:ro openalpr -c eu h786poj.jpg

```



Questions

---------

Please post questions or comments to the Google group list: https://groups.google.com/forum/#!forum/openalpr



Contributions

-------------

Improvements to the OpenALPR library are always welcome.  Please review the [OpenALPR design description](https://github.com/openalpr/openalpr/wiki/OpenALPR-Design) and get started.



Code contributions are not the only way to help out.  Do you have a large library of license plate images?  If so, please upload your data to the anonymous FTP located at upload.openalpr.com.  Do you have time to "tag" plate images in an input image or help in other ways?  Please let everyone know by posting a note in the forum.



License

-------



Affero GPLv3

http://www.gnu.org/licenses/agpl-3.0.html



Commercial-friendly licensing available.  Contact: [email protected]