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Large auto parts factory

3D Vision-Guided Bin Picking of Counter Shafts

Customer Demand

Counter shafts are dark and reflective, tightly arranged in large bins. Similar colors between parts and bins demand high recognition from 3D vision systems.

Mech-Mind AI + 3D Vision Solution

3D Vision-Guided Bin Picking of Sub-Axles

The solution:

  1. Mech-Eye LSR L-GL, with high precision and a wide FOV, can generate high-quality point cloud data for dark, reflective counter shafts by capturing the image of large bins.

  2. Advanced 3D vision and deep learning algorithms accurately identify closely fitted counter shafts resembling the bin color and enable sub-axle size checks of high accuracy.

The result:

  • Achieved millimeter-level positioning accuracy at a long-range working distance.

  • Ensured precise fitting into fixture tools during subsequent processing stages.