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LicensePlateDetectionRecognition

Automating the task of recognition of license plate characters.

Credits

Achraf KHAZRI

Prerequisites

  • Download the lapi.weights file and paste it into /src/detection.

Installing dependencies (Python3)

  • pip install -r requirements.txt

Usage

python main.py --i=number-plate.jpg

Directory Overview

  • src/detection: contains the code related to the detection of the licenseplate in the scene, extraction and segmentation of characters.

  • src/recognition: Recognition code, currently using a basic algorithm.

  • src/results: contains the images ofthe extracted licenseplate and segmented characters.

Screenshot from 2020-01-22 00-04-31

  • Deep learning can improve the results, will be pushing soon.