AAIO (Advantest Automated Optical Inspection)
Improve the detection rate of defective test sockets using visual inspection and machine learning.
Team Lead:
Anthony Vindeni
Team Members:
Liliana Gamez
Sixian Chen
Zhixuan Liao
Zhijie Pan
Huanji Zhou
Project Deliverables:
• Taxonomic classification: “ground truth” of pin images for automated systems.
• Image preprocessing algorithm to reduce detection complexity.
• Machine Learning model with defect classification at high accuracy.
