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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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Volume 9 | Issue 5
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| Paper Title: | A Machine Learning Approach to Driver Alertness |
| Authors Name: | Potnuru Siddhardha , N Mahesh , Adari Kusumalatha , Nodagala Prudvi Yadav , Atkuri Sri Laxmi Kavya |
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IJNRD_215153
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| Published Paper Id: | IJNRD2403160 |
| Published In: | Volume 9 Issue 3, March-2024 |
| DOI: | |
| Abstract: | Nowadays the Road Accidents are very Rapidly happening . There may be many Reasons behind this . The Drowsiness is one of the most common reason for this accidents . So we are Doing a real time project regarding this drowsiness . Our main aim is to alert the driver who is falling into the drowsiness . So here We uses the machine learning approach for our project . We uses the components like open cv , keras, pygame Etc. We’ve developed the project using Convolutional neural networks(CNN). So as a part of the project we are giving a default score in the form of Grayscale . Whenever the driver closes the eyes for more than the default score period then it’ll buzzers an alarm to alert the driver . This whole process can be done by using python programming language . |
| Keywords: | Eye moment detection, Machine Learning, Face Detection, Python, Open CV, Keras, Alarm, Eye blinking. |
| Cite Article: | "A Machine Learning Approach to Driver Alertness", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 3, page no.b535-b539, March-2024, Available :http://www.ijnrd.org/papers/IJNRD2403160.pdf |
| Downloads: | 00036 |
| 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 |
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Published Paper ID:IJNRD2403160 Registration ID: 215153 Published In: Volume 9 Issue 3, March-2024 DOI (Digital Object Identifier): Page No: b535-b539 Country: VISAKHAPATNAM, Andhra Pradesh, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2403160 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2403160 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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