Deploying the "Eyes and Brain" of Intelligent Transportation at Low Cost with SingTown's Machine Vision Solutions

In urban road or traffic model systems, traditional traffic light control methods typically employ fixed-time strategies, which struggle to reflect real-time changes in road traffic flow.

When traffic is sparse in one direction while the other direction is severely congested, fixed-duration traffic signal control not only reduces traffic efficiency but also increases energy waste.

To achieve dynamic optimization and intelligent control of traffic signals, the intelligent transportation system incorporates SingTown's OpenMV smart camera AI image recognition technology. Through AI neural network algorithms and machine vision analysis, it detects the number of vehicles and flow distribution on roads in real time, dynamically adjusts traffic signal durations based on the results, and thereby enables adaptive intelligent regulation of traffic flow.

The Intelligent Transportation System employs SingTown Technology's OpenMV intelligent camera recognition technology to establish a vehicle detection and signal control system based on AI image recognition and neural network algorithms.

The camera is installed on one side of the road to capture real-time traffic flow images. The system detects and counts the number and direction of passing vehicles using computer vision algorithms, automatically determines the priority of passage for each direction based on the detected traffic density, and transmits the data to the microcontroller control unit via a serial port to dynamically adjust the duration of traffic lights.

This system solution supports multiple vehicle recognition modes: traditional image detection methods (such as frame difference, color and shape recognition) or neural network models. The OpenMV smart camera features edge computing capabilities, enabling local algorithm execution and result output through on-device AI without the need for external computers or cloud servers, ensuring low recognition latency and rapid response.

Therefore, this solution can stably adapt to traffic flow variations, achieving adaptive traffic light control that "extends when traffic is heavy and shortens when traffic is light.

Through SingTown Technology's OpenMV intelligent camera AI image recognition technology, traffic signal control has evolved from fixed timing to AI visual dynamic regulation, providing a low-cost, high-reliability, edge-deployed intelligent dynamic management solution for smart city transportation.