SPDR: A Zero-Touch Continuous Inspection Pipeline
Finished components travel vertically on an overhead chain conveyor; the GPU pipeline triggers automatically as each part enters a defined inspection bounding box — no manual capture, no operator involvement.
What It Actually Detects
Identity: wheel serial code extraction via OCR.
Aesthetics: color classification against a defined reference (e.g. Yellow #FFD700).
Dimensions: bore diameter measurement in millimeters.
Pattern: hole count and hole diameter validation.
Components: valve guard presence/absence detection.
How It Was Built
A high-speed Advidia IP camera fixed on the hanging chain line, paired with a custom object detection and attribute-extraction model.
The inspection trigger is the part's physical entry into the bounding box — the pipeline has no manual "start inspection" step to skip.
Extracted attributes are cross-referenced against pre-registered parameters in the same pass, flagging anomalies instantly rather than in a downstream batch review.
Where This Capability Ships
ASK ABOUT SPDR
Have a specific question about accuracy, training data, or how this would adapt to your environment? Talk to the engineering team directly.