識別可疑人物、監測設備異常、分析動物行為……星瞳科技AI視覺解決方案的N種應用

In security, industrial inspection, and intelligent equipment management scenarios, SingTown Technology's intelligent camera system based on OpenMV enables intelligent recognition and classification of static and dynamic objects in the environment. Utilising AI image recognition and machine vision algorithms, the system can accurately capture the motion trajectories and state changes of objects, determine whether they are in motion, and is widely applied in fields such as security surveillance, automated inspection, and equipment status monitoring.

In security, industrial inspection, and intelligent equipment management, identifying whether objects are in motion is a critical visual task, such as detecting suspicious intruders at night or abnormal movement of factory equipment.

傳統方法通常依賴紅外線或震動感應器，其準確度低且誤報率高。相比之下，SingTown基於OpenMV的AI智能相機採用電腦視覺演算法，對影像序列進行動態差分與目標偵測，能夠快速判斷場景中是否存在移動物體。系統透過分析幀間像素變化並提取特徵，自動偵測物體運動軌跡。它運用邊緣端AI影像識別演算法，區分「靜止目標」、「移動目標」及「環境干擾」等不同類型，從而實現智能判斷。例如在安防應用中，相機可實時監測是否有人員活動；在工業生產線上，能判斷工件是否正常移動或於輸送帶上停滯；在科學實驗中，可用於分析動物或機械的運動模式。此嵌入式視覺系統支援邊緣部署，實現本地實時運算，並可進行自訂模型訓練，以適應不同光照條件、背景及拍攝角度。

The OpenMV smart camera features low power consumption, compact size, and high responsiveness, making it suitable for embedding into various terminal devices. SingTown Technology focuses on edge AI and machine vision, providing precise and stable visual perception solutions for dynamic recognition, thereby enhancing the accuracy and efficiency of smart camera systems.