Intelligent walnut kernel sorting machine with deep learning neural network and 12 adaptive outlets, delivering consistent objective grading across 15 kernel categories

Description

Inconsistent kernel grades damage buyer trust and reduce repeat orders. Quality that varies batch to batch forces buyers to downgrade your product. The MHT02-0412C intelligent kernel classifier delivers the same grade accuracy on every run. Four cameras and a deep learning system evaluate 15 kernel categories objectively. Your buyers receive consistent product. Repeat orders follow.

Overview

Buyer satisfaction in commercial walnut markets depends on grade consistency. A batch that ships as Light Amber must arrive as Light Amber every time. The MHT02-0412C removes the variation that comes from manual sorting. The deep learning neural network applies the same grading standard to every kernel regardless of operator skill or shift time. The result is a product your buyers can rely on. That reliability builds long-term commercial relationships. The machine's 12 adaptive outlets separate all 15 grade categories simultaneously. You can serve multiple buyer types from a single production run. The system logs grading data in real time. Use that data to demonstrate quality to new buyers or defend specifications in disputes. For processors building long-term commercial supply relationships, consistent quality is the single most valuable asset. This machine delivers it.

Key Advantages

1. Consistent Grading Every Batch — Objective AI decisions remove shift-to-shift variation. Your product specification stays reliable across all deliveries.

2. Serve Multiple Buyer Segments — 12 outlets sort 15 grades simultaneously. One production run fills orders for different buyer quality levels.

3. Quality Documentation Support — The system logs grading data live. Use production records to support buyer audits and quality claims.

4. Multi-Grade Simultaneous Sorting — Separate Extra Light Halves, Amber, Red Kernels, and more in one pass. No secondary sorting step required.

Technical Features

• Deep learning neural network — applies consistent grading criteria to every kernel; no human variability

• 4 HD cameras — multi-angle capture ensures all surface conditions are evaluated, not just top-facing color

• 12 multi-grade adaptive outlets — simultaneously routes 15 kernel grades to separate collection bins

• Real-time data display — production log shows grade volumes and throughput for quality documentation

• Special solenoid valve — precise actuation keeps grade boundaries clean; minimal cross-contamination

• One-key operation — simple start command runs the full grading program without manual parameter entry

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