A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models

no code implementations • 3 Nov 2022 • Devesh Shah, Anirudh Suresh, Alemayehu Admasu, Devesh Upadhyay, Kalyanmoy Deb

The evaluation of synthetic micro-structure images is an emerging problem as machine learning and materials science research have evolved together.

Towards Accurate and Robust Classification in Continuously Transitioning Industrial Sprays with Mixup

no code implementations • 20 Jul 2022 • Hongjiang Li, Huanyi Shui, Alemayehu Admasu, Praveen Narayanan, Devesh Upadhyay

Image classification with deep neural networks has seen a surge of technological breakthroughs with promising applications in areas such as face recognition, medical imaging, and autonomous driving.

Autonomous Driving Data Augmentation +3