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Comparative Analysis of Intelligent Driving and Safety Assistance Systems Using YOLO and SSD Model of Deep Learning

Nidhi Sindhwani, Shekhar Verma, Tushar Bajaj, Rohit Anand

Source Title: International Journal of Information System Modeling and Design (IJISMD)12(1)

ISSN: 1947-8186|EISSN: 1947-8194|EISBN13: 9781799861508|DOI: 10.4018/IJISMD.2021010107

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MLA

Sindhwani, Nidhi, et al. "Comparative Analysis of Intelligent Driving and Safety Assistance Systems Using YOLO and SSD Model of Deep Learning." IJISMD vol.12, no.1 2021: pp.131-146. http://doi.org/10.4018/IJISMD.2021010107

APA

Sindhwani, N., Verma, S., Bajaj, T., & Anand, R. (2021). Comparative Analysis of Intelligent Driving and Safety Assistance Systems Using YOLO and SSD Model of Deep Learning. International Journal of Information System Modeling and Design (IJISMD), 12(1), 131-146. http://doi.org/10.4018/IJISMD.2021010107

Chicago

Sindhwani, Nidhi, et al. "Comparative Analysis of Intelligent Driving and Safety Assistance Systems Using YOLO and SSD Model of Deep Learning," International Journal of Information System Modeling and Design (IJISMD) 12, no.1: 131-146. http://doi.org/10.4018/IJISMD.2021010107

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Abstract

Bad road conditions are one of the main causes of road accidents around the world. These kinds of accidents prove to be fatal as many lives are lost in these accidents that are mainly caused by potholes or distress on surface of roads. This paper suggests a system that will not only help in reducing the chances of these accidents by making the driver aware of the upcoming distress/potholes on the road but also saving the location of these potholes which can be sent to respective authorities so that they can be repaired. The authors have used technologies like image processing, computer vision, deep learning, and internet of things (IoT) to make this happen. It uses a camera mounted in front near windshield that will capture the images which will be further be processed to get the location of the potholes and distress on road. These detected potholes can be projected on a heads-up display (HUD) placed near windshield which will notify the driver of the potholes.

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Comparative Analysis of Intelligent Driving and Safety Assistance Systems Using YOLO and SSD Model of Deep Learning

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