為機械臂裝上「眼睛」？透過SingTown AI視覺技術實現全自動識別與抓取

SingTown Technology基於OpenMV嘅智能相機系統，能夠實現對桌面樽裝物件嘅自動識別同座標定位。利用人工智能同機器視覺演算法，系統能夠實時識別樽身形狀、位置同姿態，並將座標數據傳送至機械臂進行精準抓取同擺放。此方案為智能製造、實驗室自動化同倉儲物流提供高效嘅視覺控制解決方案。

In scenarios such as intelligent manufacturing, automated sorting, and experimental operations, the core capability for achieving high-efficiency automated tasks lies in the robot's accurate identification of object positions and completion of automated grasping. SingTown Technology's AI smart camera solution, based on the OpenMV platform, utilises machine vision and image recognition technologies to achieve real-time identification, positioning, and coordinate output of desktop bottles.

The system utilises cameras to capture images of the workbench surface. AI algorithms accurately identify the bottle's outline, colour features, and spatial position, calculating the two-dimensional or three-dimensional coordinates of the bottle body. The recognition data can be transmitted in real-time to the robotic arm control system via communication interfaces, enabling automatic identification, grasping, and placement.

The system can adapt to varying lighting conditions, backgrounds, and bottle materials, ensuring high recognition rates and positioning accuracy even in complex industrial environments. The OpenMV smart camera features a compact size, low power consumption, and support for high frame rate operation, offering the advantage of edge deployment. It can independently complete the recognition-output workflow locally, making it suitable for installation at the end of robotic arms, above conveyor belts, or on fixed inspection stations, enabling high-speed dynamic recognition and grasping control with ease.

SingTown Technology專注於邊緣人工智能、機器視覺及電腦視覺技術，使智能相機能夠實現「檢測瓶身、計算座標、引導機械臂動作」的閉環流程。其為智能製造、倉儲物流及自動化實驗等領域，提供高精度、高可靠性的嵌入式視覺控制解決方案。