Thursday, May 2025

05:00 PM - 08:00 PM

Room: 220A

Session: Artificial Intelligence Including Machine Learning for Imaging Posters

Improving Automated Inspection and Repair Performance in Display Manufacturing through Diffusion-based Generative AI

Late-News

Description:

This study presents a diffusion-based generative AI approach to address dataset imbalances in display manufacturing automation. By generating realistic synthetic data for defects and repair failures, we achieved high-performance classification AI and detection AI, enabling automation previously reliant on human operators. The proposed method demonstrates the potential of diffusion models to expand automation in manufacturing processes utilizing computer vision.