
SenseFoundry Traffic AI Vision Solution
Industry Pain Points
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Severe Rural Road Safety Situation
Rural areas face persistently high traffic accident rates, making the“reduce quantity and control severity“ traffic management mandate particularly challenging. The safety prevention and control system urgently requires strengthening. -
Electric Bicycle Management Challenges
Current license plate recognition effectiveness remains limited, while non-real-name registration results in simplistic management approaches. The system still relies heavily on manual on-site enforcement, interception, and education - highlighting the critical need to enhance intelligent supervision capabilities. -
Inefficient Motor Vehicle Violation Detection
Although urban road networks maintain high coverage of motor vehicle violation monitoring cameras, significant room for improvement exists in resource integration and intelligent application, indicating substantial potential for performance enhancement.
Solution Overview

SenseFoundry Traffic AI Vision Solution
In response to critical challenges in the transportation sector—including severe rural road safety conditions, limited electric bicycle management solutions, and low utilization rates of urban vehicle violation detection cameras—SenseTime presents the Ark Traffic AI Vision Solution.
As a pure legacy hardware utilization solution, it requires no frontend reconstruction, allowing customers to retain their existing hardware while upgrading only the backend system.
Leveraging proprietary deep learning algorithms, the platform enables:
Dynamic parsing and correlation of all traffic elements ("people, vehicles, events, roads, and scenes").
Real-time multi-scenario supervision with fusion-based analytics.
Key Advantages:
Full-element perception across heterogeneous data sources.
Multi-dimensional data fusion for comprehensive situational awareness.
End-to-end business closed-loop from risk identification to preventive intervention.
This solution addresses the industry's core demands for safety, traffic flow optimization, and order maintenance through a holistic approach.
Solution Highlights
Application Value

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Maximizing Existing Resources for Cost Efficiency
Fully leverages existing video surveillance infrastructure. Eliminates need for duplicate frontend equipment investment. Achieves optimal hardware utilization and resource efficiency. -
AI-Powered Precision Monitoring for Safety
Advanced technology enables accurate traffic incident detection. Real-time early warning system for potential risks. Comprehensive reduction of accident rates to safeguard lives and property. -
24/7 Intelligent Inspection for Traffic Management
Automated round-the-clock monitoring system. Overcomes limitations of manual inspection. Expands inspection coverage while improving operational efficiency.





