HDF Intelligent RGB Optical Sorter An AI-powered, Cost-effective RGB Camera-based Optical Sorting System. It Performs Deep Learning On The Color Differences, Shape Characteri

An AI-powered, cost-effective RGB camera-based optical sorting system. It performs deep learning on the color differences, shape characteristics, and texture variations of quartz ore, enabling pre-rejection of waste rock or recovery of high-purity quartz minerals to unlock economic value at the mine stage.

The HDF Intelligent RGB Optical Sorter utilizes a cost-effective RGB camera system and AI algorithms to intelligently sort quartz ore based on color and texture, making it the ideal choice for pre-concentration of industrial-grade quartz ore.

• High-Resolution RGB Camera System

  Accurately identifies quartz ore and gangue minerals (such as vein rock and associated minerals) through differences in color, texture, and shape.

• Self-Developed AI Deep Learning Algorithm

  Trained on quartz-specific recognition and sorting standards and features, it innovatively simulates manual sorting operations to precisely distinguish quartz of different purity grades.

• High-Intensity LED Lighting System

  Enhances the recognition of surface features on quartz ore, minimizing false rejections and ensuring effective removal of low-purity and colored impurities.

• Reliable High-Performance Pneumatic Ejection System

  Equipped with self-developed high-speed, high-force ejector valves, it ensures precise rejection and stable performance during high-throughput sorting, tailored to the particle characteristics of quartz ore.

• Versatility

  Custom-designed for industrial-grade quartz ore, it accommodates sorting requirements for quartz of different particle sizes and purity grades.

• Cost Efficiency

  With a sorting accuracy of 90-95%, the system pre-rejects 30-70% of waste rock, significantly reducing costs in downstream crushing, grinding, and purification processes.

• Sustainability

  Reduces water, energy, and reagent consumption, lowers pollution risks in subsequent purification processes, and aligns with green mining and clean production practices.

• Fast ROI

  At just 1/3 the cost of XRT sorters, it lowers the entry barrier for small and medium-sized quartz mining enterprises, with a typical payback period of 6-12 months.