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Computer Vision / ML / DL

Computer vision for quality inspection

Automated visual inspection checks products or surfaces with cameras and trained models, so defects are found consistently and every result is recorded.

What we build

AI Quality Inspection: what you get

This is a good fit if…

  • Manual inspection is slow, tiring or inconsistent
  • You need a record of every inspection
  • Defects are visible in an image

Typical uses

  • Find scratches or dents on surfaces
  • Check that all parts are present in an assembly
  • Log an image and result for every product inspected

How it works

A simple process, no surprises

  1. 1

    Discovery

    We see your line, the defects that matter and how inspectors judge them today.

  2. 2

    Scope and plan

    We agree the camera and lighting set-up, the defect list and the pass/fail targets.

  3. 3

    Build and review

    We collect examples, train and test on your products, and measure missed and false detections.

  4. 4

    Deliver and support

    We install on the line, connect the pass/fail signal and keep tuning with your quality team.

Technologies we use for this

  • OpenCV
  • PyTorch
  • ONNX / TensorRT
  • Industrial cameras
  • Edge devices

Reviews

What clients say

★★★★★

“They took a task my team repeated every week and turned it into a single button. Clear communication throughout, and the handover documentation meant we could use it straight away”
James · Managervia Fiverr

FAQ

AI Quality Inspection: common questions

Can it work with our existing cameras?+

Often yes. Image quality and lighting matter more than the brand of camera, and we check this at the start.

How are false alarms handled?+

We tune the system with you and route uncertain cases to a person, so quality is protected while the model improves.

Does it need an internet connection?+

No. Inspection can run locally on the line.

Related services

Need ai quality inspection?

Send us photos of good and defective parts. We will tell you if automated inspection suits your product.

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