即使條碼皺咗或者污糟咗，都仲可以辨認得到。SingTown嘅智能相機更加可靠。

SingTown基於OpenMV嘅智能相機解決方案，能夠快速識別同解析一維條碼同簡單條碼字串。利用機器視覺同圖像識別演算法，系統確保喺生產線、收銀台或倉庫分揀等環境中穩定讀碼。支援傾斜、局部遮擋同唔同光線條件嘅場景，實現高效自動化掃描同數據整合，提升運作速度同準確性。

In industries such as retail, logistics, and manufacturing, barcodes remain the most widely used and common tools for information carrying and traceability. SingTown Technology's intelligent barcode recognition system, developed based on the OpenMV platform, integrates AI and computer vision technologies into low-power, embeddable smart cameras, delivering stable and real-time code-reading capabilities.

The system employs high-speed image acquisition and preprocessing algorithms to perform denoising, binarisation, and perspective correction. Subsequently, it utilises image recognition and barcode decoding algorithms to swiftly locate the barcode region and restore the code string.

The system incorporates built-in robustness processing and error correction mechanisms, effectively addressing common issues such as label tilting, wrinkles, stains, or reflections, ensuring high recognition rates even in complex environments.

The OpenMV intelligent camera supports continuous triggering and high frame rates, making it suitable for scenarios such as high-speed sorting on conveyor belts, rapid checkout at cash registers, or warehouse scanning for inbound storage. Recognition data can be transmitted in real-time to WMS/ERP/POS systems via standard interfaces or can trigger backend automated processes (such as sorting instructions, inbound registration, or order verification). Additionally, users can enhance compatibility with special barcodes or custom labels through custom training.

This solution features a compact size, flexible deployment, and low power consumption, enabling large-scale multi-point deployment with the unique advantage of edge deployment. It supports localised processing to ensure data privacy and low-latency responses. With edge AI and machine vision at its core, SingTown has transformed the OpenMV smart camera into an enterprise-grade, scalable embedded vision engine, helping clients achieve faster, more accurate, and smarter code scanning and business process flow.