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An AI system from PTIT IEC training, designed to detect traffic violations and recognize Vietnamese license plates in real-time using YOLOv5 and OpenCV

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trandinhhao/Traffic-Violation-Detection-System

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VN License Plate Recognition

Installation

  • this project using python==3.8.20
  # install env and libraries using conda
  conda create --prefix env python==3.8.20
  conda activate ./env
  pip install -r requirements.txt
  • Pretrained model provided in ./model folder in this repo

  • Yolov5 old version is available in project folder

Run License Plate Recognition

  # run inference on webcam
  python webcam.py 

  # run inference on image
  python image.py -i test_image/3.jpg

Result

Demo 1

Demo 2

Demo 3

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An AI system from PTIT IEC training, designed to detect traffic violations and recognize Vietnamese license plates in real-time using YOLOv5 and OpenCV

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