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GithubSingTown Technology's intelligent camera system based on OpenMV enables automatic detection and rejection of non-conforming products by assessing the regularity of high-speed product edges. Utilizing machine vision and image recognition technology, the system accurately analyzes multi-ring or morphological anomalies along product edges. It meets the demands of inspecting products moving at speeds of up to 1,200 cycles per minute, achieving automation in production lines, quality control, and efficient sorting.

In high-speed pipeline production, the regularity of product edges directly affects assembly precision and user experience. However, traditional manual inspection cannot meet the demand for detecting thousands of high-speed moving products per minute.
SingTown Technology's AI smart camera solution based on the OpenMV platform utilizes machine vision and image recognition technology to achieve high-speed detection of edge regularity for moving products and automatic rejection.
The system's high-speed camera captures clear images of products moving rapidly on the conveyor belt in real time. AI algorithms analyze edge contours, angles, and annular structures to identify products with irregular edges, multiple rings, or abnormal shapes. Its computer vision technology handles variations in lighting and motion blur, ensuring accurate detection even at a high frequency of 1,200 pieces per minute.
The system supports coordinated control of robotic arms or rejection devices to automatically eliminate non-conforming products, achieving fully automated quality control. The OpenMV intelligent camera features high response speed, low latency, and industrial-grade stability. Its edge AI can independently complete recognition tasks locally, making it suitable for edge deployment at production line inspection stations and enabling long-term continuous operation.
SingTown Technology, with AI, machine vision, and image recognition technologies at its core, enables smart cameras not only to capture images at high speed but also to instantly determine product compliance. It provides efficient, reliable, and intelligent embedded vision solutions for quality inspection in manufacturing, significantly enhancing production efficiency and product quality.

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