• Ms.R.Esther Priya
• Ms.A.Benaseer
• K.Steve Jino
• M.Kiruthika
• S.Madhan

Ensuring road safety is a critical challenge, with traffic violations leading to a significant number of accidents and fatalities worldwide. Traditional enforcement mechanisms rely heavily on penalties and fines, often resulting in public dissatisfaction and limited long-term behavioural change. To address this issue, we propose a AI-Driven Traffic Compliance and Reward System, which leverages Artificial Intelligence (AI), real-time data analytics to monitor traffic compliance and incentivize responsible driving behaviours. This system detects adherence to traffic rules—such as wearing helmets and obeying speed limits—using AI-powered cameras and sensors. Drivers who consistently follow regulations earn reward points, which can be redeemed for tangible benefits such as fuel discounts, insurance cashback, public transport incentives, and retail vouchers. The system integrates a gamification model, including leader boards and achievement badges, to enhance engagement and motivate compliance.The expected outcomes of this initiative include a reduction in traffic violations and accidents, increased public participation in compliance programs, and improved trust in law enforcement agencies. The system has significant potential for integration into smart city infrastructure and insurance policies, ultimately contributing to safer roads and enhanced traffic management.

Traffic Compliance, Reward-Based System, Computer Vision, Helmet Detection, License Plate Recognition (LPR), YOLO Object Detection, EasyOCR, AI-Powered Traffic Monitoring, Automated Compliance Tracking, Gamification in Traffic Enforcement, Real-Time Video Processing, Deep Learning for Traffic Safety, Image Processing, Machine Learning in Traffic Management, Road Safety Enhancement, Point-Based Reward System, Data-Driven Traffic Analysis, Smart Traffic Surveillance.

"AI-Driven Traffic Compliance and Reward System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 3, page no.e422-e427, March-2025, Available :http://www.jetir.org/papers/JETIR2503461.pdf

"AI-Driven Traffic Compliance and Reward System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 3, page no. ppe422-e427, March-2025, Available at : http://www.jetir.org/papers/JETIR2503461.pdf