In plain English
Computer vision can help inspect product images for visible features, missing components or possible surface defects. It is an aid to a defined inspection process. A photograph cannot reveal every defect, and an AI model cannot certify that a product is safe or compliant.
Calibrated measurement systems and general AI vision solve different problems. Image-based dimensional checks need suitable equipment and calibration. A phone photograph may help flag an apparent issue, but perspective, lighting, resolution and hidden surfaces limit what it can show.
Start with one product type and a clear checklist. Test representative acceptable parts and known defects, including difficult images. Measure missed defects as well as false alarms. Decide which findings need a qualified person to inspect the physical item.
Keep the source photographs and inspection record together. Do not let a confident-looking AI answer silently replace required checks, competent judgement or the final release decision.
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