Quality control

End-of-Line Part Inspection

Apr 2023 – May 2023

Improved presence/absence accuracy by rebuilding the dataset and diagnosing a faulty camera setup that degraded image quality.

• ~80% → 95%+presence/absence accuracy

Stack

• YOLO
• Albumentations
• Model benchmarking