SafeSync: A Comprehensive Safety and Monitoring System for Two-Wheeler Users Using Machine Learning, ESP32, GPS, and GSM

Our work, "SafeSync" proposes a complete safety and monitoring system aimed to address the considerable hazards encountered by two-wheeler users, such as accidents and rash driving scenarios. Unlike other systems, SafeSync combines powerful technology such as ESP32, GPS, and GSM with an in...

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Bibliographic Details
Published in2024 IEEE Recent Advances in Intelligent Computational Systems (RAICS) pp. 1 - 6
Main Authors Sunil, K.S., P, Adithyan, Krishnan, Anjana, C. P, Hashim Sharaf, Paul, Jerin, John, Salvi Hanna
Format Conference Proceeding
LanguageEnglish
Published IEEE 16.05.2024
Subjects
Accident Alert
ESP32
GPRS
GPS
GSM
Machine learning
Mobile applications
MPU6050
Prevention and mitigation
Rash Driving
Real-time systems
Road safety
Solids
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Summary:Our work, "SafeSync" proposes a complete safety and monitoring system aimed to address the considerable hazards encountered by two-wheeler users, such as accidents and rash driving scenarios. Unlike other systems, SafeSync combines powerful technology such as ESP32, GPS, and GSM with an innovative application of machine learning methods. This system specializes in detecting and alerting to accidents, tracking vehicles in real time, and identifying risky driving behaviour. SafeSync goes beyond traditional safety measures by not only identifying ongoing accidents but also forecasting potential events. This predictive feature enables the system to proactively inform users or authorities in advance, assisting in the prevention of accidents. The Flutter-built dedicated mobile app serves as a user-friendly interface, offering real-time updates on the vehicle's status and location. The program also allows users to customise monitoring settings and add parental restrictions. By actively recognizing and warning users to dangerous practises, SafeSync strives to improve rider safety and promote responsible driving behaviour. Finally, the initiative helps overall road safety by providing a solid solution for two-wheeler users to monitor and enhance their road safety.
ISSN:2769-5565
DOI:10.1109/RAICS61201.2024.10690052