Description

Rising labor costs pressure every cooperative. Manual sorting ties up staff and produces inconsistent results. The MHT02-0412C smart walnut sorting machine changes that equation. Four HD cameras and a deep learning neural network scan every kernel at 280–360 kg/h. The machine grades 15 distinct quality categories in one pass. Your team gets better output with far less effort.

Overview

The MHT02-0412C fits cooperatives and regional processors that need reliable, commercial-scale sorting without massive capital outlay. Its all-in-one design means you skip complicated multi-machine setups. The machine arrives ready to install. One-key operation keeps training time short. Staff can run full-grade sorting sessions from day one. The AI system improves accuracy with every batch. Higher accuracy means fewer rejects and less rework. You can offer buyers clean, well-graded product at better prices. The integrated Teflon conveyor handles kernels gently. Breakage rates drop. That protects your yield and your revenue. For growing operations, the MHT02-0412C delivers real ROI without overspending on capacity you do not yet need.

Key Advantages

1. Labor Cost Reduction — Four cameras replace multiple sorting tables. Your team focuses on packaging and logistics instead of hand-sorting.

2. AI-Powered Accuracy — The deep learning neural network identifies 15 grade categories with high precision. Quality consistency improves with every run.

3. Gentle Kernel Handling — The Teflon conveyor moves kernels smoothly. Breakage stays low and yield stays high.

4. One-Key Operation — Staff start a full sorting session with a single command. Setup time is minimal and errors are rare.

Technical Features

• 4 HD industrial cameras — capture color, surface, and shape data from multiple angles simultaneously

• Deep learning AI — self-improves grading accuracy across 15 walnut kernel categories

• Shadowless lamp system — eliminates shadows that cause misreads; true kernel color reaches every camera

• High-frequency vibrator — feeds kernels at a uniform rate; prevents jams and bunching

• Teflon conveyor belt — low friction, food-safe surface reduces kernel breakage during transport

• One-key intelligent operation — single-button start for full sorting session; minimal operator input required

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

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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