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AUTOMATION IN INSTITUTIONS: AN APPROACH TO CONTROLLING ACCESS TO SCHOOL ENVIRONMENTS THROUGH BIOMETRY SUPPORTED BY ARTIFICIAL INTELLIGENCE

Project summary

On average, public institutions currently serve 45 million students in Brazil, according to the National Institute of Educational Studies and Research Anísio Teixeira (INEP). Since the budget available for these institutions is meager, many of these institutions lack infrastructure and trained professionals to manage adequate control of access to the environments. The automation of this access control is practically unfeasible in these institutions due to the high value of solutions capable of meeting the authentication of the school community. Therefore, this work presents the study and development of a candidate prototype solution for access control with redundancy of three methods: fingerprint recognition, facial identification, both related to biometric recognition and RFID system, aiming at the future implementation of the solution in the laboratories of the federal institute, operating preferably with low-cost microcontrollers or on-chip systems (SoC). It is necessary to interface several electronic and computational devices, in addition to the sensors themselves, such as: network module, electric latch and others. The microcontroller initially adopted is the Arduino Uno, due to its practicality and reduced cost. Facial identification is trained and tested via Google Colab through a Convolutional Neural Network (CNN) architecture popularly employed for the task. Due to the advantages and disadvantages of the three methods, this work seeks to evaluate the possibility of their integration, in order to make their use more flexible as needed, also implementing a database to store all the necessary data. The prototype developed so far, provides for authentication and fingerprint registration, using the sensor's internal memory. Communication in an internal network with a database server, through an Ethernet module, intermediated by script in PHP is functional. Centralized fingerprint authentication on a server is in progress due to lack of library or driver to transfer data from sensor to computer. The facial recognition authentication method already allows for training new users and recognition. The last method, by RFID, has not yet been set up due to the delay in acquiring it. Keywords: Access Control; Fingerprint; Facial recognition; Arduino.

Students

Andrieli Camargo Antoniassi
Leandro Madeira de Oliveira

Guidance counsellors

Maximilian JadersondeMelo

Institution

Federal Institute of Education, Science and Technology of Mato Grosso do Sul – Campus Naviraí
Navirai /
  MS -
  Brazil

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Wagner
Wagner
1 year ago

congratulations on the great work

10+
Leandro Madeira
Leandro Madeira
1 year ago
Reply to  Wagner

Thank you very much🙏🙏

1+
Henry Hidalgo
Henry Hidalgo
1 year ago

Very good Congratulations!

3+
Leandro Madeira
Leandro Madeira
1 year ago
Reply to  Henry Hidalgo

Thank you for the support😄🙏

0
Mari
Mari
1 year ago

It's very cool friend, congratulations

2+
Leandro Madeira
Leandro Madeira
1 year ago
Reply to  Mari

Thank you friend😁❤

1+
Luciane Ricco de Freitas
Luciane Ricco de Freitas
1 year ago

Wonderful project. Congratulations Leandro. I really admire you boy 👏👏👏👏

3+
Leandro Madeira
Leandro Madeira
1 year ago

Thank you very much Lu❤🙏😊

0
Geslani Camargo
Geslani Camargo
1 year ago

Break daughter. You guys are top. Congratulations.

2+
João Victor capilé
João Victor capilé
1 year ago

Congratulations, the work is amazing.

2+
Leandro Madeira
Leandro Madeira
1 year ago

Thank you very much John ❤👍😊

0
quelson
quelson
1 year ago

Congratulations everyone, success is very smart

1+
Leandro Madeira
Leandro Madeira
1 year ago
Reply to  quelson

Thank you partner❤😁🙏

0
William Penante da Cruz
William Penante da Cruz
1 year ago

Congratulations on your work!

0
Leandro Madeira
Leandro Madeira
1 year ago

We appreciate your feedback😊👍❤

0
Daniel Zimmermann Mosque
Daniel Zimmermann Mosque
1 year ago

Excellent job!!!

1+
Leandro Madeira
Leandro Madeira
1 year ago

Oops, thank you very much Teacher😁👍

0
Gabriel Pires Vieira
Gabriel Pires Vieira
1 year ago

Congratulations 👏👏

1+
Leandro Madeira
Leandro Madeira
1 year ago

Thank you my partner😉👍

0
CAROLINE LOPES BARBOSA
CAROLINE LOPES BARBOSA
1 year ago

Very good!!!!

1+
Leandro Madeira
Leandro Madeira
1 year ago

Thank you very much sister

1+
Rafael appeared
Rafael appeared
1 year ago

Congratulations guys, it was very good!

1+
Livia Capile
Livia Capile
1 year ago

👏 ❤️

1+
Leandro Madeira
Leandro Madeira
1 year ago
Reply to  Livia Capile

❤❤😃👍

0
Marco Antonio de Oliveira
Marco Antonio de Oliveira
1 year ago

Very good, Welcome this project to NAVIRAÍ MS

1+
Leandro Madeira
Leandro Madeira
1 year ago

Thank you very much for the support😁👍

0
Max
Max
1 year ago

Congratulations people!!!!!

1+
Jean Marcos de Moraes Oliveira
Jean Marcos de Moraes Oliveira
1 year ago

Congratulations on the project!

1+
Leandro Madeira
Leandro Madeira
1 year ago

Thank you very much for the comment 😁👍🙏

0
layane
layane
1 year ago

Great job

1+
Leandro Madeira
Leandro Madeira
1 year ago
Reply to  layane

Thank you!!!!😃❤🙏

0
glesiele
glesiele
1 year ago

Congratulations on your dedication 👏👏

1+
Ivania
Ivania
1 year ago

Congratulations on the excellent work!!!

1+
paniagua
paniagua
1 year ago

Very good Congratulations!

2+
Karla
Karla
1 year ago

congratulationssssss

1+
Valdenicia
Valdenicia
1 year ago

Congratulations, for the work!

1+
Maria Helena Baccin
Maria Helena Baccin
1 year ago

Congratulations 👏👏👏👏

1+
Nadia
Nadia
1 year ago

Congratulations son and Andriéli, I've followed you since the beginning and I know your dedication!

0
Thais
Thais
1 year ago

Congratulations, very cool 😍 😍 😍
good luck.

0
Victor Madeira
Victor Madeira
1 year ago

Very good project, congratulations

1+
Aurelia Nunez Bazan
Aurelia Nunez Bazan
1 year ago

congratulations everyone great job

0
Shirleia
Shirleia
1 year ago

Congratulations On.

0
Rosimara
Rosimara
1 year ago

Congratulations on the project!!
It makes us proud

0
josiani
josiani
1 year ago

Congratulations Andriele much deserved

0
Jose Brito da Silva
Jose Brito da Silva
1 year ago

Congratulations we need young people committed to society

0
Grasiela Capilé Antoniassi
Grasiela Capilé Antoniassi
1 year ago

Excellent work, congratulations Andrieli and Leandro, you guys go far!

0
Mariana Julia Pioli da Costa
Mariana Julia Pioli da Costa
1 year ago

Excellent job! Congratulations

0
Carol Borges
Carol Borges
1 year ago

Congratulations Leandro very good your idea 👏🏼👏🏼👏🏼👏🏼

1+
Claudio
Claudio
1 year ago

Congratulations Leandro Madeira!!!

0
Sydney de Oliveira
Sydney de Oliveira
1 year ago

Congratulations for the students

0
Paula Polon
Paula Polon
1 year ago

What a great idea! Congratulations!

0
Roseli
Roseli
1 year ago

Congratulations. excellent work

0
Nicholas
Nicholas
1 year ago

Excellent work.

1+
NATHALIA LIMA FERNANDES
NATHALIA LIMA FERNANDES
1 year ago

What a show!!!! It was excellent. Congratulations

1+
Maicon Ferreira
Maicon Ferreira
1 year ago

Congratulations on your work! 😳👌

1+

Popular vote*

Did you like it? So vote and share now:

548+

Students

Andrieli Camargo Antoniassi
Leandro Madeira de Oliveira

Guidance counsellors

Maximilian JadersondeMelo

Institution

Instituto Federal de Educação,Ciência e Tecnologia de Mato Grosso do Sul – Campus Naviraí
  MS –
  Brasil

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