Plate Recognition

[AymanSaleh23]

Make plate detection model. Features:

• Detect from frame/video stream.
• Make it object oriented.
• Inputs : frame.
• Outputs: plate number/ID.
• Methods:
• 1. get_id : string
• 2. get_ssid : string
• 3. get_password : string

[mmagdiab]

ChatGPT: There have been several prior research and works on recognizing Egyptian plate numbers. Here are a few examples:

"License Plate Recognition System for Egyptian Plates" by Tarek Gaber and Mohamed Abdelsamea: This paper proposes a license plate recognition system for Egyptian plates using image processing and machine learning techniques. The system is able to detect and recognize the characters on the plate, even in low-light conditions and with skewed or tilted plates.

"Automatic License Plate Recognition using Deep Learning in Egyptian License Plates" by Tarek Gaber and Nada Sharaf: This paper proposes an automatic license plate recognition system using deep learning techniques for Egyptian license plates. The system uses convolutional neural networks to recognize the characters on the plate and achieves high accuracy in recognizing the plate numbers.

"Real-time Egyptian License Plate Recognition Using Hybrid Image Processing Techniques" by Ahmed Hamdy and Ahmed El-Mahdy: This paper proposes a real-time license plate recognition system for Egyptian plates using a combination of image processing techniques, such as edge detection and morphological operations. The system is able to recognize the plate numbers with high accuracy and can process multiple frames per second.

These are just a few examples of prior research and works on recognizing Egyptian plate numbers. There are likely many more studies and projects related to this topic, as license plate recognition is an active area of research and development in computer vision and machine learning.

Links:

https://www.researchgate.net/publication/255964716_License_Plate_Recognition_System_For_Egyptian_Car_Plates

[mmagdiab]

I would say that plate recognition will be a pure overhead on the system, There is no security issue as the password of all networks can be the same and won't be shared, we can also add some way of authenticating after automatic connection. So, I recommend closing this issue with no farther wasted effort for the following reasons: (1) This feature will add more complexity and latency to the product. (2) This feature is out of the project scope. (3) Using a 5 GHz Wi-Fi network is a weakness in our project, not a DSRC connection, so the spending time/effort in this direction will be useless.

[AymanSaleh23]

Well, suspend this issue and search about any other mechanism make the connection more dynamic including web solutions