Machine Learning-Based Automatic Accident Identification, Segmentation, and Duration Forecasting

The use of automobiles has grown dramatically in the modern world. Because of the increased traffic caused by the excessive use of vehicles, there are now more accidents on the roads. This damages the property and causes fatalities since there is no quick access to safety and preventative measures. While complete accident prevention may not be achievable, the consequences can be reduced to a minimum. This embedded technology has put the right safety precautions in place and can prevent mishaps from happening. To make it easy for the police station and ambulance service's smart devices, which can access mobile networks, to find the place, they were provided with the address and a link to a Google map. An accelerometer, temperature sensor, GSM module, GPS module, alcohol sensor, and eye blink sensor are all part of the system.

Authors

Publication Details

Journal
International Journal for Research in Applied Science and Engineering Technology
Published
2025-04-29
DOI
https://doi.org/10.22214/ijraset.2025.69562
Primary Topic
Traffic Prediction and Management Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Machine Learning-Based Automatic Accident Identification, Segmentation, and Duration Forecasting

B. Sarvesh
International Journal for Research in Applied Science and Engineering Technology
Traffic Prediction and Management Techniques
article

Machine Learning-Based Automatic Accident Identification, Segmentation, and Duration Forecasting

B. Sarvesh
article en

Abstract

The use of automobiles has grown dramatically in the modern world. Because of the increased traffic caused by the excessive use of vehicles, there are now more accidents on the roads. This damages the property and causes fatalities since there is no quick access to safety and preventative measures. While complete accident prevention may not be achievable, the consequences can be reduced to a minimum. This embedded technology has put the right safety precautions in place and can prevent mishaps from happening. To make it easy for the police station and ambulance service's smart devices, which can access mobile networks, to find the place, they were provided with the address and a link to a Google map. An accelerometer, temperature sensor, GSM module, GPS module, alcohol sensor, and eye blink sensor are all part of the system.

International Journal for Research in Applied Science and Engineering TechnologyVol. 13(4)
Openalex Percentile: Top 91%
Traffic Prediction and Management Techniques
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