AI That Can "Read Facial Expressions" – SingTown Facial Expression Recognition System

SingTown基於OpenMV嘅智能相機系統能夠實現面部關鍵點檢測同表情識別。利用人工智能同機器視覺技術，該系統準確捕捉64或128個面部特徵點，分析微表情變化，並廣泛應用於智能安防、互動裝置、教育培訓同情緒監測，為用戶提供實時、智能嘅面部分析解決方案。

In applications such as human-computer interaction, intelligent security, and emotion monitoring, accurately recognising facial key points and expressions is a crucial aspect of enhancing interaction experience and security. SingTown Technology's AI smart camera solution, based on the OpenMV platform, achieves high-precision facial key point detection and expression recognition through machine vision and computer vision technologies.

系統透過鏡頭捕捉面部影像，人工智能演算法能夠定位64或128個面部關鍵點，包括眼睛、眉毛、鼻子、嘴唇及面部輪廓，以分析微表情及動作變化。影像識別技術可處理光線變化、配戴眼鏡或面部角度偏差等情況，確保在不同環境下均能保持穩定的識別表現。

The recognition results can be utilised for emotion analysis, identity verification, or intelligent interaction control, such as automatically adjusting device feedback, providing security-related anomaly alerts, or recording user emotion data.

OpenMV智能相機體積小巧、功耗低，並支援高幀率，為邊緣部署帶來獨特優勢。它適合整合至安防設備、智能終端或互動裝置中。其裝置端人工智能可獨立進行運算，實現直接在裝置上進行實時、持續的人臉檢測與分析。

SingTown Technology專注於邊緣人工智能、機器視覺及圖像識別技術，使智能攝像頭不僅能「識別人臉」，更能理解表情變化。其為智能互動、情緒分析及安全管理提供可靠且智能的嵌入式視覺解決方案。