DriveGuard: Driver-Drowsiness Detection using Kotlin, Convolution Neural Networks

Registration ID: IJNRD_200233

Published ID: IJNRD2306495

DOI: Click Here to Get

Jyoti , Krishan Gopal , Harsh Vardhan SIngh , Pawan Sethi

Drowsiness, Drowsiness Dataset, GPS, CNN, Deep Learning

India has reported a massive number of over 151,000 fatalities in 2019, with youth being involved in almost 70 percent of the road accidents. This research paper is based on the study of “DriveGuard” . The main objective of this paper is to create a drowsiness detection application, automatic for handling the drowsy driver detection problem. It is recommended for travelers who avoid regular breaks in between their travel and hence might suffer from drowsiness. DriveGuard assistance can make the driver aware of his/her state and avoid carelessness in long extended drives. The paper focuses on the signs of drowsiness while driving that can be observed and hence how Kotlin based DriveGuard can be used to detect and prevent road accidents. Physical signs such as the inability to keep eyes wide open, frequent yawning, extending the head forward, can indicate driver fatigue and serve as early warning signs for potential accidents. By detecting these signs, measures can be taken to prevent accidents, saving lives and reducing the number of fatalities on the road.

Published Paper   E-Certificate

Jyoti, Krishan Gopal, Harsh Vardhan SIngh, & Pawan Sethi (June-2023). DriveGuard: Driver-Drowsiness Detection using Kotlin, Convolution Neural Networks. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(6), e788-e794. https://ijnrd.org/papers/IJNRD2306495.pdf

Volume 8 Issue 6, June-2023

Pages : e788-e794

Paper Reg. ID: IJNRD_200233

Published Paper Id: IJNRD2306495

Downloads: 000121980

Research Area: Computer Science & Technology 

Country: Janakpuri,Delhi, Delhi, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2306495.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2306495

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 10 | October 2025

IJNRD is a Scholarly Open Access, Peer-reviewed, and Refereed Journal with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost Journal that follows UGC CARE 2025 Peer-Reviewed Journal Policy norms, Scopus journal standards, and Transparent Peer Review practices to ensure quality and credibility. IJNRD provides indexing in all major databases & metadata repositories, a citation generator, and Digital Object Identifier (DOI) for every published article with full open-access visibility.

The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse fields. Its goal is to promote global scientific information exchange among researchers, developers, engineers, academicians, and practitioners. IJNRD serves as a platform where educators and professionals can share research evidence, models of best practice, and innovative ideas, contributing to academic growth and industry relevance.

Indexing Coverage includes Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many more recognized academic repositories.

How to submit the paper?

By Our website

Click Here to Submit Paper Online

By Mail

Send your paper to editor@ijnrd.org

Important Dates for Current issue

Paper Submission Open For: October 2025

Current Issue: Volume 10 | Issue 10 | October 2025

Impact Factor: 8.76

Last Date for Paper Submission: Till 31-Oct-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: IJNRD is an International Peer-reviewed, Refereed, and Open Access Journal with Transparent Peer Review as per the new UGC CARE 2025 guidelines, offering low-cost multidisciplinary publication with Crossref DOI and global indexing.

Subject Category: Research Area

Call for Paper: More Details