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303140

Self-Driving Car Based CNN Deep Learning Model

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Last updated: 24 Dec 2024

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Abstract

Artificial Intelligent (AI) technology is capable of thinking and recognizing environmental things based on the vast
amount of historical training data. AI technology can mimic the human brain with large and complicated computations and short processing time. One of the main challenges in our daily life is the rapid growth of accidents and deaths due to the wrong driving by citizens and unrespecting the traffic rules. Thus, AI technology is coming as a solution to solve this issue through the so-called self-driving car. In this paper, we proposed a self-driving car based on the Convolutional Neural Network (CNN) deep learning model in AI technology. The paper designed and implemented a self-driving car prototype to prove the concept and validate our experimental self-driving car model. It is remarked that a porotype is successfully trained and tested about 5000 images with very low training and validation loss of less than 0.05 and 0.12 respectively.

DOI

10.21608/iugrc.2022.303140

Keywords

Artificial Intelligent, Deep learning, CNN model, self-driving car

Authors

First Name

Amin

Last Name

Ibrahim

MiddleName

S.

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

engamin_s84@yahoo.com

City

-

Orcid

-

First Name

Omer

Last Name

Ibrahim

MiddleName

M.

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

omer.ibrahim@thebes.edu.eg

City

-

Orcid

-

First Name

Ahmed

Last Name

Na'eem

MiddleName

M.

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

-

City

-

Orcid

-

First Name

Andrew

Last Name

Hanna

MiddleName

S.

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

andrew.hanna@thebes.edu.eg

City

-

Orcid

-

First Name

Shady

Last Name

Ezz

MiddleName

M.

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

shady.ezz@thebes.edu.eg

City

-

Orcid

-

First Name

Mohamed

Last Name

Mohamed

MiddleName

R.

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

mohamed.mohamed@thebes.edu.eg

City

-

Orcid

-

First Name

Hassan

Last Name

Abdel Hameed

MiddleName

M.

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

hassan.abdelhameed@thebes.edu.eg

City

-

Orcid

-

First Name

Felopateer

Last Name

Sanad

MiddleName

-

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

felopateer.sanad@thebes.edu.eg

City

-

Orcid

-

First Name

Hossam

Last Name

Hassan

MiddleName

I.

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

hossam.hassan@thebes.edu.eg

City

-

Orcid

-

First Name

Adel

Last Name

Refky

MiddleName

-

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

adel.refky@thebes.edu.eg

City

-

Orcid

-

First Name

A.

Last Name

Abdel Ghany

MiddleName

M.

Affiliation

Thebes Higher Institute for Engineering, Egypt.

Email

abdelghany.mohamed@thebes.edu.eg

City

-

Orcid

-

Volume

6

Article Issue

6

Related Issue

41697

Issue Date

2022-09-01

Receive Date

2023-06-11

Publish Date

2022-09-01

Page Start

1

Page End

8

Article File

IUGRC_Volume 6_Issue 6_Pages 1-8.pdf

PDF . 1.1MB

Link

https://iugrc.journals.ekb.eg/article_303140.html

Detail API

https://iugrc.journals.ekb.eg/service?article_code=303140

Order

303,140

Type

Original Article

Type Code

762

Publication Type

Journal

Publication Title

The International Undergraduate Research Conference

Publication Link

https://iugrc.journals.ekb.eg/

MainTitle

Self-Driving Car Based CNN Deep Learning Model

Details

Type

Article

Created At

24 Dec 2024