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Custom computer vision and AI visual inspection

Off-the-shelf vision tools are trained on someone else's images. We train models on yours: your parts, your lighting, your defects. Then we install them on hardware at your line, so inspection runs on every part, every shift.

What we build

  • Visual defect inspection

    Find cracks, thin spots, warping, scratches and missing features before parts ship.

  • Counting and sorting

    Count parts, packages or items on a conveyor or in a bin, and sort by type.

  • Measurement

    Measure dimensions and positions from images against your tolerances.

  • Monitoring dashboards

    See defect rates, images and trends by shift, line and part number.

Related work

Related products

Vision AI

Vision inspection starter kit

A camera, an edge computer and a defect model trained on your parts, for automated visual inspection.

Priced per line

Questions we hear often

How many images do you need?
Often a few hundred images of good parts and examples of each defect to start. We help you collect them, and the model improves as it sees more parts.
Does it need the internet?
No. Models can run on an edge computer at your station, so images never leave your building.
Can it connect to our line?
Yes. Results can go to a PLC, a stack light, a reject mechanism or your existing software.
What does it cost?
It depends on the number of stations and how hard the defects are to see. We start with a short feasibility test on your images so you know it works before you commit.

Also from GSWE: custom websites and data analysis.

Let's talk about your vision ai project

Tell us what you’re working on. We reply within one business day.

Or write to info@gswe.net