Description

Supply chain buyers set strict kernel grade specifications. Missing those specifications means rejected deliveries and financial penalties. The MHT02-0812C industrial nut sorter classifies walnut kernels against 15 grade categories with eight cameras and deep learning precision. Every batch meets buyer specifications. Your supply chain relationships stay reliable and penalty-free.

Overview

Supply chain buyers in the food industry operate on specification agreements. They purchase by grade and pay by grade. When a supplier delivers off-spec product, the financial consequences are immediate. The MHT02-0812C removes that risk at the processing stage. Its 8-camera deep learning system classifies every kernel against the same defined grade criteria your supply agreements specify. The centroid algorithm ensures each kernel routes to the correct outlet without contaminating adjacent grade streams. Batch grading data logs in real time. Before a shipment leaves your facility, you have documented evidence of what it contains. Buyers who challenge your grades find machine-generated data waiting. Your supply chain relationships are protected by objective, traceable quality control. For large processors supplying retail chains, food manufacturers, or export consolidators, meeting supply chain grade compliance consistently is the foundation of the entire commercial relationship.

Key Advantages

1. Supply-Chain Grade Accuracy — 8-camera AI classification meets the grade specifications retail and industrial supply buyers require.

2. Documented Quality Evidence — Real-time grading logs provide batch-level documentation before any shipment leaves the facility.

3. Precise Grade Stream Separation — Centroid algorithm and solenoid valve precision keep supply-chain grade streams uncontaminated.

4. Consistent Compliance Across Full Production Runs — Same AI criteria apply from the start of a production run to the finish. Specification compliance is uniform.

Technical Features

• 8 HD cameras — comprehensive surface evaluation for the grade precision supply chain buyers specify

• Deep learning neural network — trained on 15 categories matching commercial supply chain grade definitions

• Centroid algorithm — precise ejection keeps specification-grade streams clean and uncontaminated

• Real-time grading data log — batch-level documentation available before every shipment

• Special solenoid valve — high-frequency actuation supports grade stream purity at industrial throughput

• 12 adaptive outlets — all 15 supply-chain-relevant grade categories separate simultaneously in one pass

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

• Free spare and wear parts with shipment

• User manuals with operation and maintenance details

• Quick-response after-sales support

• Life-span free software updates

​

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