Search Results for author: Mahmoud Soua

Found 2 papers, 2 papers with code

MixedTeacher : Knowledge Distillation for fast inference textural 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

Anomaly Detection Knowledge Distillation

Paper
Code

FABLE : Fabric Anomaly Detection Automation Process

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.

Ranked #1 on Anomaly Detection on MVTec AD Textures Domain Generalization

Anomaly Detection Defect Detection +2

Paper
Code

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