Quality Inspection / Tape-and-Reel
Give Suspect Parts a More Informed Decision.
Combine anomaly detection with defect-specific models and acceptance rules in a secondary inspection pipeline for components handled in tape-and-reel production.
The Operating Sequence
The Platforms behind the Work
An Unusual Image Is the Start of the Decision.
A broad anomaly model can find something unfamiliar, but deciding whether a part is acceptable may require more information. Defect size, shape and location matter.
The secondary inspection pipeline first locates and aligns the part, then combines anomaly detection with supervised defect recognition and application rules.
The Operating Sequence
From Suspect Image to Defect Evidence.
The stages work together: broad anomaly detection finds candidates, and more specific analysis assesses them.
Locate and Align
Find the part and align it to the inspection reference. Mask the background so the models focus on the intended component regions.
Screen for Anomalies
Run the configured anomaly model to identify samples needing further assessment.
Apply Defect-Specific Analysis
Evaluate those samples with object detection and the relevant size, morphology and location criteria.
Retain the Decision Evidence
Store the inspection result and supporting imagery for review. Use corrected examples to evaluate subsequent model improvements.
Tune to the Part and the Specification.
Thresholds and defect rules belong to the component and inspection task. Evaluate both missed defects and false rejects before using a revised model in the process.
The Platforms behind the Work
ZeroDefects brings anomaly detection, defect models and acceptance rules into the inspection pipeline and manages its evaluation and deployment.
Bring the Expertise to the Next Task.
Builder Agents adapt the model composition and weights to new parts using sample data and the required outcome. Engineers validate the revised ensemble against the new inspection specification.
Builder Agents provide the current platform capability for adapting models and workflows. Engineers evaluate each new task before deployment.
Your Expertise. New Possibilities.