Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2026/06/01 Vol. E109-ANo. 6pp. 1148-1156 Type of Manuscript: PAPER Category: Algorithms and Data Structures Keyword: quality assessment, defect detection, semiconductor chips, ResNet50, deep learning,