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Case Studies

Explore real inspection challenges through SSI proof-of-concept work and application testing, with images and video from the demonstrations.

Bottle sample, inspection camera and lighting used in the dairy packaging proof of concept

Food & beverage · Proof of concept

Vision Inspection for Dairy Packaging

How sample presentation, camera position and surface conditions shaped a vision-inspection proof of concept for a dairy manufacturer.

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Bolt head sample showing a visible crack in the inspection image

Fastener inspection · Proof of concept

Cracked Bolt Head Inspection

How camera repositioning and side-view retraining addressed two side-only cracks missed by the initial top-view test.

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Separated components used in the kit verification test

Assembly & packaging · Application testing

Vision-Based Kit Verification

Component-count checks show an extra screw, a missing hex key and a complete kit. The method requires parts to remain separated without overlap.

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