SimonThomine

DistillationAD

Project that regroup the state-of-the-art knowledge distillation approaches for unsupervised anomaly detection

CoursDeepLearning

Un regroupement de notebooks pour apprendre le deep learning à partir de 0

SimonThomine

MLTL

Official implemation of the paper "Efficient Fabric Anomaly Detection: A Transfer Learning Framework with Expedited Training Times"

RememberingNormality

Unofficial implementation of "Remembering Normality: Memory-guided Knowledge Distillation for Unsupervised Anomaly Detection"

IndustrialDefectLib

Library for generating industrial synthetic defects

FABLE

Implementation of the paper : FABLE : Fabric Anomaly Detection Automation Process

IndustrialTextileDataset

Introduction of new dataset for unsupervised fabric defect detection

DBFAD

Implementation of the paper : Distillation-based fabric anomaly detection

CSE

Implementation of the paper : CSE: Surface Anomaly Detection with Contrastively Selected Embedding

MixedTeacher

Implementation of the paper : MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection