Computer Vision in Manufacturing: Practical Quality Inspection
A practical approach to vision-based inspection: data collection, labeling, evaluation, and deployment considerations.
Computer VisionCerebraTechAI Team1/5/2024
Define defect taxonomy and acceptance criteria early; it drives data and labeling.
Build a balanced dataset (normal vs defect) and keep a clean “golden set” for evaluation.
Plan for lighting, camera stability, and edge constraints before scaling.