AI-driven RGB/MSI Smart Camera Combination Accurately Identifies Kidney Bean Defects Based On Color, Size, Shape, And Texture; Self-developed Deep Learning Algorithm Enables Continuous Optimization.

Powered by an AI-driven RGB/MSI smart camera combination, the system performs multi-dimensional defect detection on kidney beans based on color, size, shape, and texture. The self-developed deep learning algorithm supports continuous learning, enabling ongoing improvement in defect recognition as new samples are introduced.

Technical Features

Tailored Sorting Solution for Kidney Beans
✦ High-efficiency vibratory feeder ensures a single-layer, even distribution of kidney beans, effectively reducing overlap
✦ Sealed sorting chamber and electrical enclosure with industrial-grade dustproof design, ideal for high-dust environments
✦ Proven, reliable integrated dust control system for consistent and stable operation
✦ Modular design with customizable chute configurations (1, 4, 6, 8, 10, 12) to accommodate various capacity requirements

AI-Powered 4-in-1 Intelligent Optical Sorting System
✦ Self-developed AI deep learning algorithm with continuous learning capabilities for ongoing improvement in defect recognition
✦ High-resolution RGB imaging system for precise detection of subtle defects
✦ High-intensity LED lighting system ensuring clear and stable image quality
✦ Optional NIR or InGaAs-SWIR cameras for expanded detection capabilities

Market-Leading Defect Detection for Kidney Beans (Based on Color, Size, Shape, and Texture)

• Discolored beans: moldy, oxidized, immature, or contaminated kidney beans

• Split / cracked beans

• Insect-damaged beans

• Diseased beans: affected by fungal or bacterial spots

• Foreign materials: stalks, stones, glass, plastic, metal
  ✦ Supports customizable parameter settings for various types of kidney beans

High-Performance Pneumatic Ejector System
✦ Optimized design combining durability, high-speed response, and air efficiency
✦ Maintains precise ejection and stable performance even under high throughput
✦ Significantly reduces false ejection rates, lowering overall operating costs

15-Inch Industrial Touchscreen Control System
✦ Intuitive human-machine interface with multilingual support
✦ One-touch product parameter switching for easy operation
✦ Comprehensive remote support system
 ☆ Remote access and real-time monitoring
 ☆ Performance data dashboard
 ☆ Online expert diagnostics
 ☆ Interactive troubleshooting guidance