Using SingTown Technology's machine vision solution to deploy the "eyes + brain" of intelligent transportation at low cost

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

When traffic is sparse in one direction while the other direction experiences severe congestion, 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 Technology's OpenMV smart camera AI image recognition technology. Utilizing AI neural network algorithms and machine vision analysis, it detects the number of vehicles and flow distribution on roads in real-time. Based on the results, it dynamically adjusts traffic signal durations, thereby enabling adaptive and 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 images. The system detects and counts the number and direction of passing vehicles using computer vision algorithms. Based on the detected traffic density, it automatically determines the priority of passage for each direction. The data is transmitted via a serial port to the microcontroller control unit, which dynamically adjusts the duration of the 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 changes, 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 advanced from fixed timing to AI visual dynamic regulation, providing a low-cost, high-reliability, edge-deployed intelligent dynamic management solution for smart city transportation.