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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 14 | Issue 3 | Month- March 2026
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Published Paper Details:
Paper Title
Drowsiness Monitoring System using Convolutional Neural Networks
Authors
Mrs.P.S.V.D.Gayatri, Mrs.A.M.Sirisha, Mr.D.Dasu
Keywords
Drowsiness detection, CNNs (Convolutional Neural Networks), Real-time monitoring, Facial features, Driver safety
Abstract
Drowsiness detection plays a critical role in preventing road accidents and ensuring driver safety. This paper explores the use of Convolutional Neural Networks (CNNs) for real-time drowsiness detection by analyzing facial features such as eye closure and yawning. The proposed system processes live video frames, detects driver fatigue, and generates real-time alerts. The model is trained on labeled datasets of drowsy and non-drowsy facial expressions and achieves high accuracy through deep learning techniques. The system is designed for the integration in vehicles, mobile applications, and cloud-based monitoring platforms to enhance road safety.
IJCRT's Publication Details
Unique Identification Number - IJCRT2511516
Paper ID - 296792
Page Number(s) - e374-e379
Pubished in - Volume 13 | Issue 11 | November 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Mrs.P.S.V.D.Gayatri, Mrs.A.M.Sirisha, Mr.D.Dasu, "Drowsiness Monitoring System using Convolutional Neural Networks", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 11, pp.e374-e379, November 2025, Available at :http://www.ijcrt.org/papers/IJCRT2511516.pdf
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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