Manufacturing & Logistics

Visual defect detection on the line

Detect defects consistently from camera images at production speed.

Discuss this use case

How we approach it

  1. Data collection and labelling with operators
  2. Fine-tuned vision model optimised for edge hardware
  3. Monitoring and continuous retraining from operator feedback

How success is measured

Detection recall/precision on held-out images, false stops per shift.

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