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GithubOpenMVShieldsLensRoboticsBookVideoDownloadDocsForumOpenMV.ioGithubHow to inspect multiple overlapping cables? SingTown Technology solves the challenge with AI vision.
SingTown Technology's intelligent camera system based on OpenMV enables automatic identification of wire and cable sheath colors, supporting simultaneous detection of multiple cables. Utilizing machine vision and image recognition technology, the system can accurately distinguish cables of different colors, providing intelligent, real-time monitoring and automated sorting solutions for industrial assembly, wiring management, and quality control.
In power, communication, and industrial assembly scenarios, the color identification of wires and cables helps distinguish functions, phase sequences, or signal channels. However, traditional manual inspection still suffers from low efficiency and a high error rate, especially when multiple cables are intertwined or overlapping, making identification significantly more challenging.
SingTown's AI smart camera solution, built on the OpenMV platform, leverages machine vision and computer vision technologies to rapidly and accurately identify the color markings of multiple electrical cables, offering a more efficient solution path.
The system's camera will capture real-time images of electrical cables, with AI algorithms analyzing the color characteristics, brightness, and arrangement position of each cable, supporting simultaneous parallel recognition of five or more cables. The image recognition technology can adapt to variations in lighting, cable bending, or obstructions, ensuring stable and accurate identification.
يمكن استخدام نتائج التعرف مباشرةً للتوجيه الآلي للأسلاك، الفرز، أو التحكم في التجميع، مما يتيح سير عمل فعال وموثوق. يتميز كاميرا SingTown الذكية باستهلاك منخفض للطاقة، معدل إطارات عالي، وحجم مضغوط، مما يدعم النشر الطرفي على خطوط الإنتاج، محطات العمل للتجميع، أو نقاط فحص الأسلاك. تعمل بكفاءة واستقرار لفترات طويلة دون الاعتماد على خوادم خارجية.
SingTown Technology, with a focus on edge AI, machine vision, and image recognition technologies, enables smart cameras to overcome the challenges of identifying multiple intertwined cables. It provides efficient and intelligent embedded vision solutions for industrial wiring, assembly quality control, and production efficiency.
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