Jun 1, 2024 · In this study, we show that diffusion models can be used in industrial scenarios to improve the data augmentation procedure in the context of surface defect ...
Official implementation of the paper Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection accepted at the 19th ...
Jun 1, 2024 · In this study, we show that diffusion models can be used in industrial scenarios to improve the data augmentation procedure in the context of surface defect ...
In this study, we show that diffusion models can be used in industrial scenarios to improve the data aug- ; mentation procedure in the context of surface defect ...
Jun 3, 2024 · This paper explores the use of diffusion-based image generation for in-distribution data augmentation in surface defect detection tasks.
Title: Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection · Authors: Luigi Capogrosso, Federico Girella, ...
Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection. L. Capogrosso, F. Girella, F. Taioli, M. Chiara, ...
, Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection. ; Capogrosso, Luigi; Girella, Federico; Taioli ...
Co-authors ; Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection. L Capogrosso, F Girella, F Taioli, MD Chiara, M ...
People also ask
What is diffusion image generation?
What are diffusion models in image processing?
Aug 23, 2024 · These techniques often produce out-of-distribution images, resulting in systems that learn what is not a normal sample but cannot accurately ...