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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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Authors
Swapnali Kartik Masale,Sanjyoti Rajendra Patil,Vaishnav Mallikarjun Limkar,Chetan Chandrakant Ahirer,Prof. Pooja Pawar
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Keywords
CNN,Image Classification,Action Recognition
Abstract
Operating an automobile is a multifaceted endeavor, demanding unwavering focus and attention from the driver. Distracted driving, encompassing any behavior that diverts the driver's concentration away from the road, poses a grave threat to road safety. Alarming statistics reveal that approximately 1.35 million lives are tragically lost each year due to road traffic accidents, inflicting significant economic ramifications, with road traffic crashes costing most nations an estimated 3% of their gross domestic product.
In light of this sobering reality, the primary objective of our project is to implement a comprehensive system for the discernment of safe driving practices and the identification of potentially hazardous actions by drivers. Leveraging a diverse array of Machine Learning Models, we endeavor to accurately categorize the provided images into distinct classes corresponding to different forms of driver distraction. Additionally, our research extends beyond mere classification, aiming to conduct a comparative evaluation of various Machine Learning Models to ascertain their performance and accuracy within the context of cognitive driver action recognition. This holistic approach underscores our commitment to enhancing road safety and minimizing the risk of accidents and harm to fellow road users.
IJCRT's Publication Details
Unique Identification Number - IJCRT2501251
Paper ID - 275473
Author type - Indian Author
Page Number(s) - c160-c164
Pubished in - Volume 13 | Issue 1 | January 2025
DOI (Digital Object Identifier) -
No Of Downloads - 139
Author Country - India, 410405, Pune, Pune, 410405, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
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Swapnali Kartik Masale,Sanjyoti Rajendra Patil,Vaishnav Mallikarjun Limkar,Chetan Chandrakant Ahirer,Prof. Pooja Pawar, "COGNITIVE DRIVER ACTION RECOGNITION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 1, pp.c160-c164, January 2025, Available at :http://www.ijcrt.org/papers/IJCRT2501251.pdf
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The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies.
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International Journal of Creative Research Thoughts (IJCRT)
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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
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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