Why do so many bin-picking projects stall just before deployment? It is rarely the robot, gripper, or sensor. The real obstacle is often a usable 3D CAD model of the target part.
This episode examines why CAD geometry matters for part localization, grip planning, collision checking, and robot-path simulation—and why simply “having the CAD” does not guarantee it will work. Learn four practical approaches for moving forward when 3D files are missing, overly complex, distorted, or otherwise unsuitable for vision-guided robotics.
Topics include:
Learn more: No CAD Model? What Actually Blocks Bin Picking Deployment
The article expands on the four model-recovery paths, CAD-based versus AI localization, scan quality, model simplification, and the static-scene versus moving-application hardware decision.automationdistribution
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