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GithubSingTown Technology基於OpenMV嘅智能相機系統,能夠自動識別同分揀快遞單號嘅首個數字。利用AI圖像識別同機器視覺技術,系統準確定位每個快遞標籤上最大數字串嘅首個數字,並配合機械臂進行自動化分揀,從而提升物流效率同操作準確度。

In the sorting centres of express logistics, the high-speed and accurate identification of the first digit of the express tracking number is crucial for automated sorting systems. Traditional manual scanning is inefficient and prone to errors. SingTown Technology's AI smart camera solution, based on the OpenMV platform, achieves precise identification and automated sorting of the first digit of the express tracking number through machine vision and computer vision technologies.
The system captures express delivery slip images in real-time through the camera, utilises AI algorithms to analyse the morphology, size, and position of digit strings, automatically locates the longest digit string on each slip, and extracts the first digit. Computer vision technology can handle variations in lighting, differences in printed fonts, and tilted or curved surfaces of the slips, ensuring stable and accurate recognition results.
Upon completion of identification, the system can directly transmit the leading digit information to the robotic arm or sorting device, enabling automated diversion. The OpenMV intelligent camera features high frame rates, low latency, and a compact form factor, making it suitable for edge deployment on logistics conveyor belts, sorting assembly lines, or automated stations to achieve efficient and continuous operation.
SingTown Technology專注於邊緣人工智能、機器視覺及圖像識別技術,使智能相機不僅能「清晰辨識數字」,更能作出快速分揀決策。其為快遞物流分揀提供智能、穩定、可靠且高效的嵌入式視覺解決方案,顯著提升自動化運作能力與工作效率。

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