SimonThomine

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

IndustrialTextileDataset. Introduction of new dataset for unsupervised fabric defect detection

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

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

SingleNet. Official implementation of the paper Single-Layer Distillation with Fourier Convolutions for Texture Anomaly Detection (WACV 25)

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

DBFAD. Implementation of the paper : Distillation-based fabric anomaly detection

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

IndustrialDefectLib. Library for generating industrial synthetic defects

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

Cytologia-Data-Challenge. Jupyter Notebook

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