Road Accident Detection Using Machine Learning

Road Accident Detection Using Machine Learning

Preventing or detecting the car accidents involves lots of studies and researches. In this case, most of the researches includes detecting objects which may or might result in accident. In the system we proposed, a system is designed in such a case that it detects when the accident happens and it wi...

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Bibliographic Details
Published in:2021 International Conference on System, Computation, Automation and Networking (ICSCAN) pp. 1 - 5
Main Authors: M, Bharath Kumar, Basit, Abdhul, MB, Kiruba, R, Giridharan, SM, Keerthana
Format: Conference Proceeding
Language:English
Published: IEEE 30-07-2021
Subjects:
alert system
Automation
emergency service
Emergency services
Hospitals
Law enforcement
Machine learning
police service
Road accidents
traffic accident prevention
vibrate sensor
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Summary:Preventing or detecting the car accidents involves lots of studies and researches. In this case, most of the researches includes detecting objects which may or might result in accident. In the system we proposed, a system is designed in such a case that it detects when the accident happens and it will be gone through. This proposed system will gather appropriate information from vehicles that are adjacent to each other and process the data with the help of machine learning tools which are used to detect accidents that are possible to happen. Machine learning techniques has given success on differentiating abnormal behaviors than normal behaviors. The system's main goal is to examine behavior of the traffic and consider the vehicles that move to different than the present traffic as an road accident.
DOI:10.1109/ICSCAN53069.2021.9526546