Access Control System with Face Recognition (FR) and Automatic Number Plate Recognition (ANPR)

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Project Overview

The primary objective of this project is to facilitate access for individuals and vehicles through automatic detection and validation using Face Recognition (FR) and Automatic Number Plate Recognition (ANPR) technologies.

Software Development Features

The software to be developed will include the following features:

Operating System:

The system will be developed on the Ubuntu operating system.

Access Control System Assumptions:

The system will detect faces or number plates from a database and either accept or reject access based on matches with stored data.

Database Capacity:

The system will support searching a database containing up to 5000 unique faces and 2000 number plates.

Hardware Requirements:

The software PoC will be installed on a PC with the following specifications:

Processor: Intel Core i7

RAM: 16GB

Storage: 512GB SSD

Later on we need to develop a cost effective hardware to manage this.

Camera Integration:

4 to 6 IP cameras will be connected to the PC for image and video capture.

Recognition Result Handling:

Recognition results will be displayed as a popup for real-time feedback.

Results will also be stored in a file for consumption by another system or process.

Face Recognition:

Utilize the Retinaface algorithm for face detection.

Implement the Arcface algorithm for identifying detected faces.

Internal storage will be used for housing the algorithm libraries.

Number Plate Recognition:

Use a pretrained deep learning model of ANPR software for detecting and reading the contents from number plates.

User Registration:

Face Details:

Capture and store tenant information, including name, house number, mobile number, and number of occupants.

Vehicle Plate Number Details:

Manage vehicle plate numbers, including add, delete, and edit functionality.

Dashboard:

The dashboard will provide an overview of the following details:

Number of vehicles in/out.

Incoming and outgoing traffic data.

Peak traffic times.

Conclusion

This comprehensive Access Control System aims to enhance security and efficiency by implementing advanced Face Recognition and Automatic Number Plate Recognition technologies. The system will be feature-rich, supporting user registration for both faces and vehicle plate numbers, and providing insightful dashboard data for effective monitoring and management.

Freelancers with prior experience with FR / ANPR only need to quote. For those who are familiar with FR / ANPR software it is a simple project.

Java Python Node.js Architecture Logicielle OpenCV

Nº du projet : #37497980

À propos du projet

51 propositions Projet à distance Actif il y a un mois

51 freelances font une offre moyenne de 568 $ pour ce travail

AwaisChaudhry

Hi Good evening , I have read the brief details on your job listing . I see you have been looking for someone experienced with Java, OpenCV, Software Architecture, Node.js and Python. Its been 8 years since I have been Plus

$750 USD en 13 jours
(138 Commentaires)
8.7
liveexperts123

Hi there,I'm biddin on your project "Access Control System with Face Recognition (FR) and Automatic Number Plate Recognition (ANPR)" I have read your project description and i'm an expert in Python and machine learning Plus

$750 USD en 6 jours
(109 Commentaires)
8.0
AITSoft

Hi, I saw that you need help with Java, Node.js, Python, Software Architecture and OpenCV. I have 6 years of experience working on these frameworks. I believe I can help you with it. I would request you to have a look Plus

$750 USD en 10 jours
(50 Commentaires)
7.0
Devrits

Yo! I am skilled Software coder with skills including OpenCV, Java, Node.js, Python and Software Architecture. I have read your all given information in description and i am ready to do various type of work for you an Plus

$250 USD en 3 jours
(38 Commentaires)
6.7
Walkingdreams

Kishore, I'm excited to introduce you to this project. You might be familiar with Face Recognition (FR) and Automatic Number Plate Recognition (ANPR) technologies, as you claim to have extensive experience in these are Plus

$500 USD en 7 jours
(14 Commentaires)
6.1
OmarFarukBD

I am prepared to initiate work immediately on the Access Control System project. Utilizing Ubuntu, I will develop software featuring Face Recognition and Automatic Number Plate Recognition technologies. With extensive Plus

$500 USD en 7 jours
(46 Commentaires)
6.8
thuccs95

Hi, I am a senior AI engineer with over 5 years of experience in Computer Vision. I worked in multiple Face Recognition systems and ANPR systems. So that I can build this system with efficient techniques to optimize Plus

$500 USD en 7 jours
(11 Commentaires)
5.9
rashidamjad

Hi there, I'm excited to express my interest in your Access Control System with Face Recognition (FR) and Automatic Number Plate Recognition (ANPR) project. With 4-5 years of experience in Java, OpenCV, Node.js, Pytho Plus

$700 USD en 15 jours
(17 Commentaires)
5.5
mohamedabdelall4

Hi , I'm sure that I can do this job. I'm artificial intelligence engineer experienced in Computer Vision, Digital Image Processing, Data Science & Machine/Deep Learning using Python programming. I will provide free GU Plus

$600 USD en 7 jours
(36 Commentaires)
5.7
ayesha0124

Hi there, I have came across ur project i can help u with it as i have great working experience in OpenCV, Python, Software Architecture, Node.js and Java. Please have a look at my portfolio: [login to view URL] Plus

$750 USD en 9 jours
(8 Commentaires)
5.3
Isoropisths

Hello Client. Thanks for your job! My name is Ioannis and I am a Java, Node.js, Python and Software Architecture expert with prior experience in HTML 5, Css 3, Javascript. Typescript and Arcface facial recognition sof Plus

$600 USD en 7 jours
(6 Commentaires)
5.4
merinsinha

I can do it. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating from this platform Plus

$500 USD en 7 jours
(96 Commentaires)
5.9
pandaPython123

Hi, I have done LPR and FR projects previously. Could you send me some sample videos to see the resolution. We can also use YOLO more recent versions which are faster and lighter for detection.

$700 USD en 7 jours
(17 Commentaires)
5.0
solvitadzenite

⭐⭐⭐Dear!!!⭐⭐⭐ I understand from your description that you are looking for someone to develop an Access Control System with Face Recognition and Automatic Number Plate Recognition technologies. As a professional with ex Plus

$500 USD en 7 jours
(3 Commentaires)
5.1
gm341473

I am confident that I am the perfect person for this job. With my extensive experience in software architecture and deep learning, I am well-equipped to develop an effective Access Control System that utilizes Face Rec Plus

$500 USD en 3 jours
(19 Commentaires)
5.1
FaizMgeek

We are a team of experienced professionals with expertise in accessing control systems with face recognition and automatic number plate recognition technologies. We understand that this project requires the development Plus

$1500 USD en 3 jours
(33 Commentaires)
4.6
REPLATechnology

I am thrilled to express my keen interest in developing the Access Control System integrating Face Recognition (FR) and Automatic Number Plate Recognition (ANPR) technologies. With over 7 years of experience as a full- Plus

$500 USD en 7 jours
(9 Commentaires)
4.3
UmairAnwar93

Hi Allianz I. After reading in detail the requirements of your project and concluding that they match my areas of knowledge and skills, I would like to introduce myself. My name is Umair Anwar and I am the lead engine Plus

$700 USD en 20 jours
(4 Commentaires)
4.2
manpreetkaur991

Hi there! My name is Manpreet, and I'm a highly experienced professional with a wealth of knowledge and expertise in various technologies. I understand that you're looking to develop an Access Control System with Fac Plus

$500 USD en 7 jours
(3 Commentaires)
3.8
CarloReynagadev

Hello sir, my name is Carlo and I am a Full Stack Developer with 6+ years of experience in web and mobile app development. I understand that you are looking for an access control system that utilizes Face Recognition ( Plus

$500 USD en 7 jours
(3 Commentaires)
4.9