License plate recognition

Table of Contents

• 📙 About
• 📊 Diagram
• 💻 Get Started
• 🔎 Image processing Algorithms applied
• 🌎 Modules
  • Dedect characters
  • Characters Recognition
• ✨ Contributors
• 🔒 License

---

About

Our project is License plate recognition: A gate is open for specific cars based on their plate number, by capturing images of the car and transform the optical data into digital information [characters] and take a decision.

---

Diagram

---

Get Started

1. Clone the repository
   

   $ git clone https://github.com/AbdelrahmanAshrafMohamedelsayed/License-Plate-Recognition.git
   

---

Image processing Algorithms applied

• Thresholding
• Segmentation
• Smoothing
• Histogram of gradient (HoG)
• Support Vector Machine (SVM)
• Smoothing

• Morphological operations

  • Dilation
  • Erosion
  • Opening
  • Closing
• Template matching

---

Dedect characters

How dedect the characters from the car

1. read the image

---

2. Apply image preprocessing

   1. convert image to greyscale

   2. threshold image

   3. erosion

---

3. Apply canny edge detector

---

4. finding and sort the contours according to their area

---

5. find the plate

---

6. extract characters

---

Characters Recognition

How convert characters images to text by [OCR By Machine Learning]

this module is itrative and run foreach character

1. read the character image

---

Contributing

Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated.

Contributors

Abdelrahman Ashraf

Abdelhameed Emad

Kareem Mohamed

khaled Farahat

🔒 License

Note: This software is licensed under MIT License, See License for more information ©Mr.Abdo.