1 code implementation • 4 Mar 2024 • Simon Thomine, Hichem Snoussi
Detecting surface anomalies of industrial materials poses a significant challenge within a myriad of industrial manufacturing processes.
Ranked #2 on Anomaly Detection on MVTEC AD textures
1 code implementation • 4 Jan 2024 • Simon Thomine, Hichem Snoussi
Given the extensive variability in colors, textures, and defect types, fabric defect detection poses a complex and challenging problem in the field of patterned textures inspection.
1 code implementation • 16 Jun 2023 • Simon Thomine, Hichem Snoussi, Mahmoud Soua
In this paper, we propose an automation process for industrial fabric texture defect detection with a specificity-learning process during the domain-generalized anomaly detection.
1 code implementation • 16 Jun 2023 • Simon Thomine, Hichem Snoussi, Mahmoud Soua
For a very long time, unsupervised learning for anomaly detection has been at the heart of image processing research and a stepping stone for high performance industrial automation process.
Ranked #2 on Anomaly Detection on MVTEC AD textures