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Licence Plate Recognition from video feed ( Camera , RTSP)

€30-250 EUR

In Progress
Posted over 3 years ago

€30-250 EUR

Paid on delivery
hello, as you can see in the title, Im looking for a solution that can make a real-time license plate recognation. i have been able to make it work using my own code ( yolo and darknet ) to detect the type of the vehicle ( car, bus, moto ) and to detect the plate in theses vehicule. i have been also to do my own image segmentation for the chars and performe ocr using sklearn ( python ). however my success rate is 75% ( success rate of correct reading for the numbers and letters -OCR , and not the rate of detection ) due to dotted letter like some arabic letters and English one ( i , j ) my segmetation just ignore the dotes. but I'm not stusfied with the result. so here what i need in details: - a none-GPU based solution ( my realtime will be just 10 frames per seconds , so no need to do a gpu implementation ) - the detection of the car and the plate will be in an arduino so better to be with python or C ( i can share my detection if you think that gonna help you, but only if you will do the rest) - the image of the plate will be send to a server where will be read by the system ( so the segmentation the recognition ... ) ,and i insist no GPU need. -the exchange can be done via Webservice or Websocket, at this point i don't care about the UI or the mechanism , i can edit your code by my own so if you think that adding the connection and the distributed system gonna just lose your time and my budget so don't. -i need a success rate over 85% at least ,90% will be better. - some arabic Alphabet will be included , so English Alphabet, numbers [0-9] , arabic Alphabet , and spliter like - / | \. im not un a hurry so take your time with that. i can send you some samples of plates and also some video feed to see if your existing code can be improved to reach my expectations.
Project ID: 27585383

About the project

3 proposals
Remote project
Active 3 yrs ago

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3 freelancers are bidding on average €197 EUR for this job
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Hello, sir I am a professional image processing developer I have my ALPR engine in c++. The speed of my engine is very fast. So you can use it in any platform and CPU We can discuss more in chat. Best regards
€200 EUR in 7 days
5.0 (6 reviews)
3.4
3.4

About the client

Flag of MOROCCO
Casablanca, Morocco
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Member since Oct 1, 2020

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