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About OCR program for scanning student cards and motorcycle license plates For students who do not wear helmets or violate the traffic rules of Naresuan University

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LotteFiber/program-detection-helmet

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HelmetSys

Web application, Mobile application, OCR program for scanning student cards and motorcycle license plates For students who do not wear helmets or violate the traffic rules of Naresuan University

Technology

  • [Web application: React]
  • [Mobile application: Flutter]
  • [Backend API: Express]
  • [Database: MongoDB]
  • [MQTT connection: Paho MQTT]
  • [OCR program: Python]
  • [OCR extraction: YOLO and EasyOCR]
  • [OCR model: NU vision lab]

Getting Started

program-detection-helmet

Copy folder "model" to this folder

Library to install

  • pip paho-mqtt
  • pip numpy
  • pip opencv
  • pip dlib
  • pip easyocr

Runs the app in the development mode.

  • python runDetection.py

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About OCR program for scanning student cards and motorcycle license plates For students who do not wear helmets or violate the traffic rules of Naresuan University

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