Component Batch Intake
Batch Engine
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PNG, JPG, WEBP • Max 25 MB
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Ready for Batch Intake
Select component photos in the intake panel to start automated inspection. The pipeline evaluates surface contour, Grad-CAM defect localization, and process telemetry in parallel.
Pass 1
Classification
Nominal vs defect filter
Pass 2
AI Segmentation
Grad-CAM & contours
Pass 3
Telemetry Audit
Root cause & MongoDB