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GithubSingTown's intelligent camera system, based on OpenMV, enables automatic identification and classification of black and white ores. Utilizing machine vision and image recognition technologies, the system can rapidly distinguish ore colour, surface texture, and morphological features, providing an efficient and intelligent visual solution for mineral processing, industrial analysis, and warehouse management.

In the fields of mineral processing, industrial processing, and warehouse management, the colour and surface characteristics of ores serve as crucial criteria for sorting and processing. Traditional manual identification is inefficient and prone to errors, making it difficult to meet the demands of high-speed, large-scale ore handling.
SingTown Technology's AI smart camera solution, developed on the OpenMV platform, achieves precise identification and classification of black and white ores through machine vision and computer vision technologies.
The system captures real-time images of ore through cameras, and AI algorithms analyze the ore's colour, brightness, texture, and shape characteristics to quickly distinguish between black and white ore. Computer vision technology can handle variations in lighting, surface reflections, and stacking conditions of the ore, ensuring high recognition accuracy and stability.
The recognition results can directly interface with the automated sorting robotic arm, enabling real-time classification and diversion of black and white ores, significantly enhancing processing efficiency. The OpenMV intelligent camera features low power consumption, high frame rates, and a compact form factor, allowing flexible edge deployment on conveyor belts, mineral processing stations, or unmanned inspection equipment to achieve round-the-clock high-speed operation.
SingTown Technology, with a focus on edge AI, machine vision, and image recognition technologies, enables intelligent cameras not only to "see" ores but also to perform intelligent analysis and classification. It provides reliable and intelligent embedded vision solutions for mining, industrial processing, and warehouse management, enhancing production efficiency and management precision.

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