Vision and Sensing
Vision and Sensing
Section titled “Vision and Sensing”Vision and sensing decisions should reflect how uncertain the environment really is. The point of this section is to connect perception complexity to application variability, quality requirements, and ongoing maintainability.
Core paths
Section titled “Core paths” Inspection and guidance systems A reference path for deciding when vision is adding meaningful value versus unnecessary complexity.
Applications Return to the task if sensing requirements feel underdefined or inflated.
Cell design Use cell design pages to connect perception to lighting, layout, guarding, and maintenance access.
Current durable pressure point
Section titled “Current durable pressure point” AI visual inspection for mixed-model production Treat current AI inspection momentum as a reason to sharpen pilot boundaries, not to skip cell engineering and review design.
Vision review flow
Section titled “Vision review flow”- Identify what variability the robot must actually resolve.
- Decide whether sensing is needed for guidance, inspection, quality confirmation, or all three.
- Map how environment, lighting, cycle time, and maintenance influence the sensing stack.
- Compare the operational burden of perception against the value it creates.