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GithubIn modern smart communities and commercial buildings, traditional garage access control systems often rely on card swiping or manual verification, which not only reduces efficiency but also easily leads to congestion during peak hours and management loopholes.
To achieve intelligent vehicle access and seamless passage, smart access control manufacturers have integrated SingTown's OpenMV intelligent camera image recognition technology. Utilizing AI machine vision and computer vision algorithms, this system enables automatic license plate detection, recognition, and access control, creating an efficient and stable intelligent garage access control system.

The intelligent access control manufacturer adopted SingTown's OpenMV smart camera to build an AI machine vision recognition technology-based automatic license plate recognition system for garages.
The system captures vehicle images in real-time through an OpenMV intelligent camera installed at the garage entrance. It utilizes image recognition algorithms to detect license plate regions, segment and recognize characters, and compares them with registered vehicle information in the database to achieve automatic access control and logging.
This system employs embedded vision + edge deployment edge detection + deep learning character recognition model + OCR algorithm, capable of maintaining a recognition accuracy rate exceeding 98% in complex environments such as lighting variations, vehicle speed fluctuations, and rainy or foggy weather.
Leveraging SingTown Technology's OpenMV edge-side AI computing capabilities, all recognition and comparison processes can be completed locally on the device without requiring cloud server support. The single recognition response time is as low as 100 milliseconds, truly achieving low latency and seamless passage. Simultaneously, the camera features automatic exposure, white balance, and dynamic range optimization functions, ensuring stable and reliable license plate recognition even in nighttime or backlit scenarios.
Relying on SingTown Technology's integrated software and hardware platform, this system can quickly connect to garage barriers, access control controllers, and property management systems, enabling automatic vehicle entry and exit recognition, fee linkage, and abnormal alarm notifications.
Through SingTown Technology's OpenMV intelligent camera edge-side AI image recognition technology, smart access control manufacturers have achieved a fully automated, seamless intelligent upgrade from traditional access control to AI visual license plate recognition access control, significantly enhancing management efficiency and security, making parking lot and garage management more efficient, secure, and convenient.

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