License Plate Recognition System for Parking Management in Morocco +
$1500-3000 USD
Paid on delivery
Purpose:
- The purpose of this project is to develop a license plate recognition system specifically for parking management in Morocco.
Requirements:
- Ability to recognize multiple plates at once: The system should be able to accurately identify and record multiple license plates simultaneously.
- Night vision functionality: The system should have the capability to capture clear images and recognize license plates even in low-light or nighttime conditions.
- Ability to recognize foreign plates: The system should be able to recognize and process license plates from different countries.
Timeframe:
- The project needs to be completed as soon as possible, with a sense of urgency.
Ideal Skills and Experience:
- Extensive experience in developing license plate recognition systems.
- Proficiency in image processing and computer vision algorithms.
- Knowledge of machine learning techniques for pattern recognition.
- Familiarity with different license plate formats and international standards.
- Strong programming skills, particularly in languages such as Angular, Python or C++.
- Strong skills in electronics for opening automatic barriers.
Technical Specifications:
• Backend Development: Python3 will be the primary language, with MongoDB serving as the database to support big data.
• Data Manipulation Libraries: Pandas, NumPy
• Backend Framework: Python Flask will be the REST API backend framework
• AI and Video Analytics: The project will utilize the YOLOv7 or YOLOv8 deep learning model for vehicle and number plate detection. PaddleOCR will be employed for text recognition, especially for Arabic keywords.
• Frontend Development: The user interface will be developed using Angular, HTML, CSS, and JavaScript, based on provided Figma designs.
• Security: Oauth2 protocol Authentication with JSON Webtokens and SSL optional if certificate and static ip address provided
• Database: MongoDB
Other Requirements
1) This application requires bilingual French and English Front end User Interface
2) REST API needed so external websites can access it
3) Static IP, proper firewall and networking is required for above to function
Note: This project requires a high level of accuracy and efficiency in recognizing license plates, as it is crucial for effective parking management in Morocco.
The designe is already ready on FIGMA, missing a few pages
Project ID: #37256823
About the project
Awarded to:
69 freelancers are bidding on average $2472 for this job
Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav More
Hello, How are you? I have 6+ years experience in Machine Learning (ML) , AI (Artificial Intell More
>>> السلام عليكم <<< I'm sure that I can do this job. I'm artificial intelligence engineer experienced in OCR, Computer Vision, Digital Image Processing & Machine/Deep Learning using Python programming. I will send More
I have read project requirements to develop a license plate recognition system specifically for parking management in Morocco.. Also, if you want see my past work of Arabic License Number Plate Recognition then I will More
Dear Client, We hope this proposal finds you well. N&T Negocios y Tecnologias s.r.l. is pleased to have the opportunity to present our experience and solutions for the License Plate Recognition System for Parking Mana More
Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences in ANPR/ALPR. Please contact me to discuss about t More
I understand that your project requires an accurate and efficient license plate recognition system that can effectively manage parking in Morocco. With my extensive experience in developing license plate recognition sy More
Hi, I am a Computer Science major from UC Berkeley with a specialization in Artificial Intelligence. I have previously implemented number plate recognition using image processing and computer vision (using Yolo) as a r More
Hi, Upon reviewing the requirements for the license plate recognition system intended for parking management in Morocco, I immediately identified a technical challenge: the accurate recognition of plates, especially f More
Hello, I’m an AI engineer graduated and working in Morocco as a Data Scientist freelancer, I’ve worked before on a Similar project for Licence plate detection using multiple OCR algorithms including Yolov8, I’m also ve More
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