The HDF Intelligent RGB Optical Sorter Relies On A Self-developed Deep Learning

                                   HDF Intelligent RGB Optical Sorter

A cost-effective, AI-powered optical sorting device dedicated to snow peas. Leveraging a self-developed deep learning algorithm and a high-definition RGB imaging camera, the equipment can continuously train on new samples to optimize defect recognition capabilities, delivering an efficient, low-cost, and fine-tuned sorting solution for snow pea processing.

Technical Advantages

Customized Snow Pea Sorting Solution
Specifically developed for fresh snow peas, adaptable to different varieties, growing regions, and diverse processing requirements.

Innovative Dual-Belt Sorting Structure

• Upper main sorting belt: Precisely removes various surface defects from snow peas, with a reasonable tolerance for minor mis-sorting.
• Lower secondary sorting belt: Re-inspects rejected materials to accurately recover合格 (qualified) snow peas, minimizing product loss.

High-Efficiency Waterproof Vibrating Feeding System
Achieves a single-layer, uniform spread of snow peas, preventing pod stacking and adhesion, ensuring stable sorting performance.

Food-Grade Stainless Steel Frame
Fully sealed sorting chamber and electrical cabinet, designed to withstand the humid, water-rich environment of snow pea processing plants.

Integrated Humidity Control System
Mature and reliable structural design ensures long-term, continuous, stable operation without humidity-related performance degradation.

Modular Design
Available in 600 mm, 1200 mm, and 1800 mm belt widths to flexibly match different processing capacity requirements.

AI-Powered Vision Sorting System

• Self-developed deep learning algorithm supports iterative optimization by importing new snow pea samples, continuously improving defect recognition accuracy.
• High-definition RGB color imaging system mimics human visual judgment, replacing manual sorting.
• High-brightness LED lighting module provides clear, stable imaging unaffected by ambient light variations.

Comprehensive Snow Pea Defect Coverage

Color Defects: Yellowing, brown spots, mildew spots, decay
Shape Defects: Deformity, excessive curvature, size deviation (too long or too short), pod breakage, pod cracking, bulging seeds
Surface Damage: Bruising, pressure marks, mechanical cuts, desiccation, brown rust spots
Biological Contaminants: Insect damage, stem/leaf residue, deformed pods, plant trash, soil clods
Foreign Materials: Stones, plastic/rubber fragments, wood chips, and other non-food impurities

High-Performance Pneumatic Ejector System
Upgraded structure with enhanced durability, fast response, and low air consumption. Even under high throughput, it precisely removes defective snow peas, effectively reducing the false rejection rate and lowering overall production operation costs.

Intelligent Control System & Remote Maintenance Service

• 15-inch industrial touchscreen: Simple and intuitive HMI with multi-language support, one-key switching of sorting parameters for different snow pea varieties or origins.
• Full-dimension remote maintenance system: Remote access, real-time equipment monitoring, visual data dashboard, expert online diagnostics, interactive troubleshooting – efficiently resolving equipment maintenance issues.