Manufacturing Innovations Today

Giving Robots Sight: The Evolution of 3D Vision and Cobots


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This episode dives into the real workhorse of modern automation: robotic pick-and-place. It looks beyond the hype of cobots to focus on the real differentiator on the factory floor—the vision system that turns a “blind” robot into a reliable, high-uptime asset.

You’ll get a practical, engineer-friendly breakdown of 2D, 2.5D, and 3D vision, with clear guidance on where each makes sense in production. The conversation also explains why 3D vision has become a requirement for challenging use cases like random bin-picking and mixed-SKU palletizing, not just a nice-to-have upgrade.

Topics covered in this episode:

  • The ROI of pick-and-place and why this one motion dominates cobot deployments.
  • Hardware deep dive: pairing Universal Robots platforms (UR12e, UR20) with tools like OnRobot Eyes and the Robotiq Wrist Camera.
  • The gripper factor: why the end-of-arm tool is “half the cell,” and when to choose vacuum vs mechanical grippers.
  • Real-world application patterns, from simple conveyor drift compensation to fully engineered random bin-picking cells.

If you are an automation engineer, plant owner, or operations manager looking to reduce manual labor and standardize cells, this episode will help you move from “blind” automation to robust, vision-guided pick-and-place.


Stay ahead of the curve in automation—follow the show, share this episode with your team, and connect with us with your toughest pick-and-place challenges so future episodes can dig into the real problems you’re solving on the factory floor.


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Manufacturing Innovations TodayBy Automation Distribution