Description

Every misclassified kernel in a commercial factory represents lost revenue at scale. At 600 kg/h, even a one percent misclassification rate is six kilograms per hour of misrouted product. The MHT02-0812C maximizes grade yield accuracy at 560–720 kg/h. Eight cameras, centroid algorithm targeting, and AI classification keep misclassification rates low. Your factory captures maximum value from every batch.

Overview

Grade yield efficiency is the commercial metric that matters most for high-volume walnut processing. Premium kernels misrouted to lower grades cost money on every pallet. The MHT02-0812C is designed to maximize grade yield across all 15 categories. The 8-camera system collects comprehensive surface data on each kernel. The centroid algorithm maps the precise ejection point. The deep learning AI makes the grade decision using data from all eight views. This combination produces the highest available grade classification accuracy at industrial throughput. The shadowless lamp ensures color-grade distinctions between Light Amber, Amber, and Red Kernels are accurate. Even subtle color differences that single-camera systems blur are resolved correctly. For factory managers who calculate yield efficiency by grade category, the improvement in premium-grade capture rate from the MHT02-0812C represents direct additional revenue on every production run.

Key Advantages

1. Maximum Premium Grade Capture — 8-camera coverage and AI accuracy minimize premium kernels misrouted to lower grade bins.

2. Shadowless Color Grading — Accurate color discrimination between Amber, Light Amber, and Red Kernels preserves the value of each category.

3. Centroid-Targeted Ejection — Precise ejection keeps grade boundaries clean. No premium product lost to cross-grade contamination.

4. Higher Revenue Per Production Run — Better grade yield efficiency from the same raw material improves revenue without changing input costs.

Technical Features

• 8 HD cameras — comprehensive multi-angle data for maximum grade classification accuracy

• Shadowless lamp — resolves subtle color distinctions between adjacent color grades at industrial throughput

• Centroid algorithm — precision ejection targeting minimizes premium kernel misrouting to lower grade outlets

• Deep learning neural network — integrates 8-camera data; highest available classification accuracy at industrial speed

• 12 multi-grade adaptive outlets — precise grade stream separation preserves yield value across all 15 categories

• Special solenoid valve — high-frequency precision actuation supports centroid-calculated ejection at full throughput

Product Specification

Note: Output and air consumption may vary depending on raw material status, lane division, and finished material status. The maximum capacity per lane is 90 kg (calculated based on 90% halves and 10% quarter kernels). The above data is for reference only.

After Sale Services

• Professional installation team and verification team

• Operation training before production starts

• User manuals with operation and maintenance details

• Quick-response after-sales support

• Life-span free software updates

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Certificates

Quality Management System Certificate, CE Certificate

Packaging & Shipment

Warranty

We back our dates sorting equipment with a 12-month warranty and provide spare and wear parts with the shipment, ensuring you can keep your equipment running smoothly.

Business Procedures

Besides our specialized walnut kernel sorting solutions, we also
provide similar intelligent equipment for sorting other materials.
Our product range includes lotus seed sorting machines, electric
fruit sorting machines, optical dates sorting machines, sugar
orange grading machines, olive sorting machines, fresh chestnut
sorting machines, frozen chestnut sorting machines, in-shell walnut
sorting machines, pecan sorting machines, pistachio sorting
machines, and compact industrial grading machines for small batches
or testing. All systems share the same AI vision core, deep
learning technology, and one-key control interface. If you process
multiple products or plan to expand your sorting line, contact us
for integrated solutions.









Keywords:

walnut kernel sorter, AI nut sorting machine, multi-grade walnut
sorter, intelligent kernel classifier, industrial nut sorter,
high-speed nut sorting, deep learning sorter, almond kernel sorter,
pine nut sorting machine, food processing equipmen

Jinguoyuan Vision Technology (trademark GradeX )is located in Hefei China. It is a national high-tech enterprise specializing in R&D, production and sales of artificial intelligent sorting equipment. GradeX owns an AI sorting equipment production base covering an area of 60,000 Sq.m with more than 200 employees and annual output has exceeded 100 million.

Manufacturing Base Front

GradeX focus on the AI sorting equipment industry, and have won honors of AKSTSPE (Anhui Key Science and Technology Special Project Enterprises), ASE (Anhui Software Enterprises), AADEoFUMTE (Anhui Application Demonstration Enterprises of First Unit Major Technical Equipment), AADEoICIP (Anhui Application Demonstration Enterprises of Information Consumption Innovation Product), HBDE (Hefei Big Data Enterprises), HHDGE (Hefei High-tech District Gazelle Enterprises). Meanwhile, our company attached great attention to product quality since its establishment, and passed Three System Certifications of QMS (Quality Management System), EMS (environmental management system) and OHMS (occupational health management system) in 2020.

QMS EMS OHSAS

GradeX is a tech-oriented technology enterprise, it owns a R&D center, of which staff proportion hits 40% among the company, including more than 50 Doctors & Masters. GradeX R&D team has 20 years' experience in optical sorting section, dozens of long-term core tech members engaged in visual sorting, all of them is competent with rich practical experience and strong R&D, possessing core independent intellectual property rights in new technologies and new fields. By using new generation of deep self-learning system and FPGA fusion algorithm, through industrial grade ultra-HD digital cameras, materials are 360° rotational captured, and sorting simultaneously with multiple discharges only one time after special computer data model processing. So far GradeX has achieved nearly 100 intellectual properties.

R&D Partial

Patentes Parciales

GradeX AI sorting robots series with complete models have superior performance, which can meet different processing requirements from different type of companies. According to different sorting requirement, we are able to provide complete tailored production line. Our robots are widely used for sorting various fruits (such as Apples, Oranges, Pears, Kiwis, Plums) and various nuts & dried fruits (such as Dates, Chestnuts, Hazelnuts, Lotus, Walnuts, Pistachios). Our strict QMS guarantees the qualities of our products and services, which have been exported to many countries and regions around the world. In 2021, Jinguoyuan successfully developed complete production lines for Walnuts/Pecans cracking & dehulling processing, they are used to replace labor work and increase efficiency and yield, breaking foreign monopoly, realizing localization of cracking dehulling processing equipment, and widely praised by our valuable customers.

GradeX AI Sorting Robot