Taxonomy, clustering, and classification of integrated circuit image datasets for deep learning

• Main Author: Yaw, Qian Hui
• Other Authors: Gwee Bah Hwee
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; IC image classification
• Online Access: https://hdl.handle.net/10356/177344
• Institution: Nanyang Technological University

In the ever-evolving landscape of the semiconductor industry, the integrity of Integrated Circuits (ICs) is critical to technological efficacy and advancement. As such, ensuring the quality of ICs is a high-stakes endeavour where accuracy and precision are paramount. This project introduces a compre...