Intelligent walnut kernel sorting machine with deep learning neural network and real-time data display, generating documented grade yield for buyer price negotiations

Description

Buyers reduce prices when they cannot verify your grade claims. Vague grade descriptions invite discounts. The MHT02-0412C walnut kernel sorter produces machine-generated grade data for every batch. You enter price negotiations with documented yield volumes per category. Buyers deal with evidence, not estimates. Your prices hold up under scrutiny.

Overview

Price negotiation in the walnut trade comes down to who controls the quality narrative. If a buyer can challenge your grades, they will discount your price. The MHT02-0412C shifts that dynamic. The machine generates objective, real-time grading data for every batch it processes. You know exactly how many kilograms of Extra Light Halves, Light Halves, Light Amber, and every other category the batch yielded. You walk into the buyer meeting with documented numbers. The deep learning AI applies the same classification criteria every time. Grades are repeatable and verifiable. Buyers who receive consistent, accurate product over multiple deliveries trust your grading process. That trust reduces the friction in every price discussion. For processors who want to move from price-taker to price-setter in their buyer relationships, verifiable grading data is the foundational step.

Key Advantages

• Documented Yield Data Per Grade — Machine-generated batch records show exact kilograms per grade category. Buyers deal with evidence, not estimates.
• Consistent Grades Build Buyer Trust — The same AI criteria apply every batch. Buyers learn to trust your specifications over time.
• Ability to Serve Multiple Buyer Segments — With yield data per grade, you allocate each category to the buyer willing to pay the best price for it.
• Precise Ejection with Special Solenoid Valve — Clean grade streams make documented grades match what buyers find when they open bags on arrival.

Technical Features

• Real-time monitoring and data display — batch-level grade yield data documented at the control panel
• Deep learning neural network — repeatable classification criteria support verifiable grade claims
• 12 adaptive outlets — physical grade separation matches the documented grade volumes exactly
• Centroid algorithm — ejection precision keeps grade stream purity high; documented grades match received product
• 4 HD cameras — multi-angle evaluation supports accurate classification of all 15 grade categories
• Shadowless lamp — illumination accuracy for color-grade categories like Amber and Light Amber

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