SimonThomine

CoursDeepLearning

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

CSE

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

DBFAD

Implementation of the paper : Distillation-based fabric anomaly detection

DistillationAD

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

FABLE

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

IndustrialDefectLib

Library for generating industrial synthetic defects

IndustrialTextileDataset

Introduction of new dataset for unsupervised fabric defect detection

minCV

A deep learning library designed to be easily understandable for novice practitioners

MixedTeacher

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

RememberingNormality

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

SimonThomine/CoursDeepLearning

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

SimonThomine/RememberingNormality

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

SimonThomine/IndustrialTextileDataset

Introduction of new dataset for unsupervised fabric defect detection

SimonThomine/DistillationAD

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

SimonThomine/CSE

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

SimonThomine/DBFAD

Implementation of the paper : Distillation-based fabric anomaly detection

SimonThomine/FABLE

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

SimonThomine/MixedTeacher

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

SimonThomine/IndustrialDefectLib

Library for generating industrial synthetic defects

SimonThomine/minCV

A deep learning library designed to be easily understandable for novice practitioners

SimonThomine/MLTL

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

SimonThomine/simonthomine.github.io