Live Demo

Vision_Inspect

Local shop-floor visual process monitoring using Visual Language Models via Ollama. Real-time inspection of manufacturing processes — sees everything, touches nothing, reports everything.

Simulated data — shows the inspection interface and VLM output format the system produces locally.

Part #A1-2201 PASS

Confidence 96.4%

Surface finish within spec. No visible defects detected.

Part #A1-2202 PASS

Confidence 94.1%

Dimensional geometry nominal. Edge condition clean throughout.

Part #B2-1087 FAIL

Confidence 88.7%

Detected: surface crack on upper face, 7mm length. Outside tolerance for Part Class B.

Part #B2-1088 REVIEW

Confidence 79.2%

Minor edge chipping, lower-left quadrant ~3mm. Marginally within tolerance. Supervisor review recommended.