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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 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
MONITORING DRIVING BEHAVIOR THROUGH DEEP LEARNING TOOLS AND FUZZY INFERENCEING
Authors
Sneha Hitali, Megha Rani Raigonda
Keywords
driving behavior, CNN, distracted activity
Abstract
Drivers are meant to concentrate on driving, but they pay more attention to their surroundings, and they are overconfident in their driving abilities and underestimate the impact of distraction activities on driving performance. The distracted activities include using cell phones in the car, fetching items in car, talking with passengers. In this experimental work the driver head posture is examined to know whether the driver is concentrating on his frontal view. The danger level is indicated using the fuzzy logic to determine the risk level in real time. Based on vehicle speed, it is an excellent method for detecting unsafe road conditions in a timely manner. The Convolutional neural network model is best suitable to detect driver distraction more reliable than training model that only collect data in simulation experiment. We additionally confirmed that our device can offer well timed signals when drivers are performing
IJCRT's Publication Details
Unique Identification Number - IJCRT2112129
Paper ID - 213234
Page Number(s) - b283-b286
Pubished in - Volume 9 | Issue 12 | December 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Sneha Hitali, Megha Rani Raigonda, "MONITORING DRIVING BEHAVIOR THROUGH DEEP LEARNING TOOLS AND FUZZY INFERENCEING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 12, pp.b283-b286, December 2021, Available at :http://www.ijcrt.org/papers/IJCRT2112129.pdf
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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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