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Applications - AI 3D Vision for every robotic task

From bin picking and assembly to cable insertion and machine tending, Cambrian Vision enables robots to automate complex manufacturing processes with speed, precision, and consistency.

Its AI-based 3D vision system recognizes and localizes parts of any geometry or material, including transparent, reflective, and black surfaces under any lighting conditions.

With CAD-based localization and robust 3D perception, Cambrian Vision brings dependable automation to a wide range of industrial and collaborative robot applications, such as kitting, pick-and-place, and feature detection.

Cambrian Vision enables fast and reliable bin picking with AI-powered 3D perception. It identifies and localizes parts in cluttered bins, including transparent, shiny, and black components, while the software automatically handles collision avoidance to ensure safe and efficient picking.

Cambrian Vision supports flexible automation for kitting and sorting. It accurately identifies and locates diverse parts, ensuring fast and reliable kit assembly in changing production environments.

Cambrian Vision makes robotic cable handling practical. By understanding flexible shapes in 3D, it enables robots to detect, grasp, and insert cables accurately, reducing manual work in wiring and harness production.

Cambrian Vision brings precision and repeatability to robotic assembly. Its AI 3D vision detects fine details and alignment points, helping robots position and assemble components with high accuracy and consistency.

Cambrian Vision provides accurate 3D feature detection for robotic applications. Its AI model identifies holes, edges, connectors, and alignment points with high precision, enabling robots to locate and interact with parts reliably in complex environments.

Cambrian Vision is an AI-powered 3D-vision system that enable industrial and collaborative robots to automate complex manufacturing tasks with unprecedented precision. Applications and use cases include:

Typical applications and use cases include:

  • Bin picking and robotic sorting of mixed or unstructured parts

  • Pick and place operations with high precision

  • Kitting and component classification for assembly lines

  • Precision assembly of reflective, black, or transparent components

  • Cable handling and wire insertion in confined or complex spaces

  • Machine tending and material loading

  • Object localization, part recognition, and vision-guided robotics

 

Cambrian Vision delivers consistent performance under any lighting conditions, making it ideal for manufacturing automation, electronics production, and automotive assembly.

Let’s talk about your next automation project

Whether you’re planning a new AI 3D vision project, exploring machine vision integration, or simply want to schedule an online demonstration, our team is here to help.
Send us your request below, and we’ll get back to you within one business day to discuss feasibility testing, integration options, or technical specifications.

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