Intelligent walnut kernel sorting machine with 4 HD industrial cameras and deep learning AI, reducing sorting labor dependency at 280–360 kg/h

Description

Labor shortages hit walnut processing operations hard during harvest season. Finding and keeping trained sorters is a growing challenge. The MHT02-0412C intelligent walnut sorting machine reduces your dependence on skilled sorting labor. One operator manages what previously needed a full sorting team. Process 280-360 kg/h with fewer people and deliver better grade consistency at the same time.

Overview

The economics of walnut processing are shifting. Sorting labor is expensive, inconsistent, and increasingly hard to find at peak season. The MHT02-0412C addresses this structural problem directly. Four cameras and a deep learning AI sort kernels at commercial speed without a team of manual sorters. One trained operator runs the machine and monitors output. Your remaining staff focus on receiving, preparation, packaging, and dispatch. Labor productivity across the whole facility rises. The machine works at the same accuracy level whether it is the first hour or the eighth. No fatigue. No end-of-shift quality drop. The one-key startup and intuitive monitoring screen mean that even a new operator contributes productively on their first day. For operations planning their staffing around a growing commercial volume, the MHT02-0412C provides a reliable, scalable labor solution that does not depend on the seasonal labor market.

Key Advantages

• Labor Cost Reduction — One operator replaces a manual sorting team. Freed staff move to higher-value roles across the facility.
• No End-of-Shift Quality Drop — AI performance stays constant from hour one to hour eight. No fatigue-related accuracy decline.
• Easy Operator Onboarding — One-key operation and live monitoring screen make the machine manageable for new staff from day one.
• Faster Order Fulfillment — Automated sorting processes batches faster than manual teams. Order turnaround times improve.

Technical Features

• 4 HD industrial cameras — replaces a manual sorting line with automated multi-angle kernel evaluation
• One-key intelligent operation — new operators learn the startup and shutdown procedure in minutes
• Deep learning neural network — consistent grading decisions unaffected by shift length or operator fatigue
• High-frequency vibrator — auto-manages kernel feed rate; operator does not need to monitor flow manually
• Real-time monitoring display — single-screen overview of throughput and grades; easy for one person to manage
• 12 adaptive outlets — automated grade routing removes the need for manual diversion between collection bins

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