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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, etc.
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, AI-powered software for rapid, high-precision 2D/3D inspection and measurement
Embodied Intelligence "Eye-Brain-Hand" Robot Station

One-stop embodied intelligence robot station integrating Mech-Eye, Mech-GPT and Mech-Hand—delivering powerful perception, understanding, manipulation and strong generalization across robots and scenarios

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's 3D vision-guided 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.

Large auto parts factory

3D Vision-Guided Bin Picking of Gearbox Housings

Customer Demand

Accurately imaging gearbox housings can be tricky due to their intricate structure. The 3D vision system must precisely identify gearbox housings and provide clear 3D data, even when they overlap. So the vision-guided robots can accurately pick and place each gearbox housing.

Home > Cases > Automotive > 3D Vision-Guided Bin Picking of Gearbox Housings

Mech-Mind AI + 3D Vision Solution

The solution

1. Mech-Eye PRO S-GL generates highly accurate 3D data of reflective, complex-structured gearbox housings.

2. Installed at the end of the robot arm, Mech-Eye PRO S-GL can capture images of each gearbox housing with flexibility.

3. The 3D vision system can quickly identify gearbox housings, distinguish between front and back, guide the robot in accurate picking. In addition, the 3D vision system supports various specs of gearbox housings.

3D Vision-Guided Bin Picking of Gearbox Housings

Point cloud

3D Vision-Guided Bin Picking of Gearbox Housings

Recognition result

The result

This project's production line has achieved automated manufacturing, resulting in significant cost savings for customers.

Mech-Mind AI + 3D Vision Solution

The solution

1. Mech-Eye PRO S-GL generates highly accurate 3D data of reflective, complex-structured gearbox housings.

2. Installed at the end of the robot arm, Mech-Eye PRO S-GL can capture images of each gearbox housing with flexibility.

3D Vision-Guided Bin Picking of Gearbox Housings

Point cloud

3D Vision-Guided Bin Picking of Gearbox Housings

Recognition result

The result

This project's production line has achieved automated manufacturing, resulting in significant cost savings for customers.

3D Vision-Guided Bin Picking of Gearbox Housings

Customer Demand

Mech-Mind AI + 3D Vision Solution

Mech-Mind AI + 3D Vision Solution

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