Smart walnut kernel sorting machine with 4 HD cameras and deep learning AI, grading 15 categories at 280–360 kg/h

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