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In today’s world of technology, facilities are automating various processes to enhance their efficiency and reliability. Machine tending is one process that has seen a radical change in technology adoption.

Mech-Eye Industrial 3D Cameras

High resolution & high accuracy & detail-rich 3D images of a wide variety of objects.
Mech-Eye 3D Laser Profilers

Mech-Eye LNX 3D laser profilers feature 4K+ resolution* and high scan rates (up to 15 kHz*) to deliver highly accurate 3D data of tiny features and defects at a faster speed. These sensors are designed for industrial measurement and inspection applications in electronics, EV battery, and automotive industries.
Mech-Vision Machine Vision Software

Industry-leading machine vision software for the most challenging vision applications.
Mech-Viz Robot Programming Software

Designed to enable demanding automation tasks, including robotic bin picking, piece picking, depalletizing and palletizing, and more.
Mech-DLK Deep Learning Software

Versatile and easy-to-use deep learning software solves complex applications like overlapping object recognition and classification, high-precision measurement, etc.
Mech-MSR 3D Measurement and Inspection Software

Intuitive, powerful software for high-precision inspection and measurement

Depalletizing and Palletizing

Intelligent robotic depalletizing and palletizing solutions are widely used in manufacturing, distribution, and fulfillment applications. Robots guided by the 3D vision system can automatically execute palletizing and depalletizing while maintaining excellent stability and high speed.
Machine Tending

Mech-Mind intelligent machine tending solution enables robots to quickly detect the most challenging parts of various sizes and shapes, accurately pick them, and stably place them at designated locations.
Piece Picking

Mech-Mind 3D vision solution enables robots to accurately pick various individual items (SKUs) from an inventory bin and place them into an order container. Robots, guided by 3D vision system, can handle a wide variety of items (including cartons, boxes, poly bags, transparent packages, etc.) with ease.
Bin Picking

Guided by Mech-Mind 3D vision system, robots can recognize randomly-piled materials, even those with dark or reflective surfaces and complex structures, and then pick them up from deep bins accurately without damaging the components.
Localization and Assembly

Mech-Mind 3D vision system enables robots to manage complex assembly, localization, and other automation tasks with high accuracy and remarkable dexterity.
Inline Measurement

Mech-Mind's inline 3D measurement system delivers high-performance 3D measurement solutions for various manufacturing processes in the automotive and new energy industries, including body-in-white manufacturing, automotive component inspection, and battery tray manufacturing.

3D Vision-Guided Loading of Aluminum Castings

Large auto parts factory

3D Vision-Guided Loading of Aluminum Castings

Customer Demand

The customer seeks a reliable, efficient method for loading aluminum castings. However, the 3D vision-guided loading system encounters challenges in precisely detecting the reflective surfaces and intricate structures of these castings. Additionally, it must adapt to diverse sizes, specifications, and shapes, demanding a high degree of flexibility and precision to handle the variations in casting geometries effectively.

Home > Cases > > 3D Vision-Guided Loading of Aluminum Castings

Mech-Mind AI + 3D Vision Solution

The solution:

1. The Mech-Eye PRO S-GL, a high-precision structured light 3D camera, meets millimeter-level positioning accuracy requirements. It produces high-quality, detail-rich point clouds of aluminum castings, even under strong ambient light.

2. The vision system can differentiate the castings and in-between layers.

3. Collision detection and path planning algorithms ensure stable robotic operation.

4. Easy adaptation to different casting specs.

The result:

1. Recognition success rate: ≥ 99.9%

2. Recognition accuracy: ± 0.5 mm

Mech-Mind AI + 3D Vision Solution

The solution:

2. The vision system can differentiate the castings and in-between layers.

3. Collision detection and path planning algorithms ensure stable robotic operation.

4. Easy adaptation to different casting specs.

The result:

1. Recognition success rate: ≥ 99.9%

2. Recognition accuracy: ± 0.5 mm

3D Vision-Guided Loading of Aluminum Castings

Customer Demand

Mech-Mind AI + 3D Vision Solution

Mech-Mind AI + 3D Vision Solution

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