SingTown's AI vision system can also identify the "ID number" of trains.

SingTown Technology's intelligent camera system, based on OpenMV, enables automatic recognition of numbers and characters on train surfaces. Utilizing machine vision and image recognition technology, the system can capture and analyze text from stationary trains at a distance of 4-5 meters within maintenance yards, providing an intelligent solution for vehicle management, maintenance records, and asset tracking.

In train maintenance and factory area management, accurately recording the numerical and character information on vehicle surfaces is crucial for daily maintenance, asset management, and operational scheduling. Traditional manual recording is not only time-consuming but also prone to omissions or errors.

To this end, SingTown Technology has developed an AI smart camera solution based on the OpenMV platform, which utilizes machine vision and computer vision technologies to achieve automatic recognition and parsing of text on train surfaces.

The system captures images of the train body surface via cameras, and AI algorithms precisely locate and recognize characters, numbers, and markings, capable of handling different fonts, sizes, and varying contrasts with the body color. Computer vision technology effectively addresses lighting variations, reflections, or stain interference, ensuring stable and high-precision recognition at a detection distance of 4-5 meters.

The recognition results can be directly transmitted to the vehicle management system or maintenance record platform, enabling information digitization, automatic archiving, and rapid querying. The SingTown smart camera offers advantages such as low power consumption, high frame rate, and compact size, along with the unique benefit of edge deployment, facilitating long-term stable operation in fixed installations within factory areas or mobile monitoring equipment.

SingTown Technology ay nakatuon sa edge AI, machine vision, at image recognition technologies, na nagbibigay-kakayahan sa mga smart camera hindi lamang na "malinaw na mabasa ang mga numero at karakter" kundi pati na rin makamit ang automated na pamamahala ng impormasyon. Nagbibigay ito ng mahusay at maaasahang mga solusyon sa embedded vision para sa pagpapanatili ng riles, pagsubaybay sa asset, at digitalisasyon ng pabrika, na nagpapataas ng kahusayan sa operasyon at katumpakan ng datos.