Novume was renamed to Rekor Recognition Systems in April 2019. Matt Hill continues to serve as the President of ClosedRPLA Holdings Inc. OpenALPR is an automatic number-plate recognition library written in C. The software is distributed in both a commercial cloud based version and open source version.
I have a web site that allows users to upload images of cars and I would like to put a privacy filter in place to detect registration plates on the vehicle and blur them.
Openlpr is a open source project to implement license plate recognition in Win32 and Linux platform. It will provide the basic image processing to locate plate and character split and a neural network design to recognize character.
CMUSphinx is a speaker-independent large vocabulary continuous speech recognizer released under BSD style license. It is also a collection of open source tools and resources that allows researchers and developers to build speech recognition systems.
OpenALPR is commercially supported open source software. Our dual licenses meet the needs of open source users as well as for-profit commercial entities. The software may be used under the terms of the Affero GNU Public License v3 (AGPL). However, most for-profit comapnies cannot meet this license’s strong copyleft requirements.
Automatic License Plate Recognition. TAKE A TEST DRIVE (Free!) on-premises. Plate finder. Get an alert the moment any license plate is seen by your security cameras. OpenALPR Web Dashboard.
The blurring is not a problem but is there a library or component (open source preferred) that will help with finding a licence within a photo?
Caveats;
I know nothing is perfect and image recognition of this type will provide false positive and negatives.
I appreciate that we could ask the user to select the area to blur and we will do this as well, but the question is specifically about finding that data programmatically; so answers such as 'get a person to check every image' is not helpful.
This software method is called 'Automatic Number Plate Recognition' in the UK but I cannot see any implementations of it as libraries.
closed as too broad by Samuel Liew♦Nov 27 '18 at 2:17
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12 Answers
I coded a C# version based on JAVA ANPR, but I changed the awt library functions with OpenCV.You can check it at http://anprmx.codeplex.com
Jivan MirandaJivan Miranda
EDIT: I wrote a Python script for this.
As your objective is blurring (for privacy protection), you basically need a high recall detector as a first step. Here's how to go about doing this. The included code hints use OpenCV with Python.
Convert to Grayscale.
Apply Gaussian Blur.
Let the input image be the following.
Apply Sobel Filter to detect vertical edges.
Threshold the resultant image using strict threshold or OTSU's binarization.
Apply a Morphological Closing operation using suitable structuring element. (I used 16x4 as structuring element)
Resultant Image after Step 5.
Find external contours of this image.
For each contour, find the minAreaRect() bounding it.
Select rectangles based on aspect ratio, minimum and maximum area, and angle with the horizontal. (I used 2.2 <= Aspect Ratio <= 8, 500 <= Area <=15000, and angle <= 45 degrees)
All minAreaRect()s are shown in orange and the one which satisfies our criteria is in green.
There may be false positives after this step, to filter it, use edge density. Edge Density is defined as the number of white pixels/total number of pixels in a rectangle. Set a threshold for edge density. (I used 0.5)
Blur the detected regions.
You can apply other filters you deem suitable to increase recall and precision. The detection can also be trained using HOG+SVM to increase precision.
There is a new, open source library on GitHub that does ANPR for US and European plates. It looks pretty accurate and it should do exactly what you need (recognize the plate regions). Here is the GitHub project:https://github.com/openalpr/openalpr
Car Plate Number Recognition Open Source
Derrick JohnsonDerrick Johnson
I came across this one that is written in java javaANPR, I am looking for a c# library as well.
I would like a system where I can point a video camera at some sailing boats, all of which have large, identifiable numbers on them, and have it identify the boats and send a tweet when they sail past a video camera.
Bruce McLeodBruce McLeod
I have done some googling about this a couple of months ago. There are quite a few papers about this topic, but I never found any concrete open-source implementation. There are a lot of commercial implementations though, but none of them with a price quote, so they're probably pretty expensive.
try this Simple Automatic Number Plate Recognition System
Open source and written with C#
Birol KuyumcuBirol Kuyumcu
Have a look at Java ANPR. Free license plate recognition...
Ralph WegnerRalph Wegner
Yes I use gocr at http://jocr.sourceforge.net/ its a commandline application which you could execute from your application. I use it in a couple of my applications.
keyokekeyoke
High performance ANPR Library - http://www.dtksoft.com/dtkanpr.php. This is commercial, but they provide trial key.
codegurucodeguru
http://licenseplate.sourceforge.net Python (I have not tested it)
SomatikSomatik
It maybe work looking at Character recoqnition software as there are many libraries out there that perform the same thing. I reading an image and storing it. Micrsoft office is able to read tiff files and return alphanumerics
MatthewMatthew
The blurring is not a problem but is there a library or component (open source preferred) that will help with finding a licence within a photo?
Ans: The CARMEN FreeFlow ANPR Software engine (Commerical)