tSchlegl / f-AnoGAN
Code for reproducing f-AnoGAN training and anomaly scoring
☆254Updated 5 years ago
Alternatives and similar repositories for f-AnoGAN:
Users that are interested in f-AnoGAN are comparing it to the libraries listed below
- Source code for Skip-GANomaly paper☆193Updated 2 years ago
- Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)☆278Updated 5 years ago
- Unsupervised anomaly detection with generative model, keras implementation☆180Updated 5 years ago
- Implementation of f-AnoGAN with PyTorch☆147Updated 2 years ago
- Pytorch implementation of "Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery"☆61Updated 4 years ago
- ☆435Updated 4 years ago
- Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders☆126Updated 4 years ago
- This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.☆285Updated 2 years ago
- This is Keras code from "Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders".☆53Updated 6 years ago
- ☆253Updated 4 years ago
- Student–Teacher Anomaly Detection with Discriminative Latent Embeddings☆182Updated 4 months ago
- A simple and effective method for single-class classification of images☆160Updated 3 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆95Updated 2 years ago
- Repository for the Explainable Deep One-Class Classification paper☆228Updated last year
- GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆868Updated 2 years ago
- Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study☆184Updated 2 years ago
- Unofficial PyTorch implementation for f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks.☆35Updated 3 years ago
- Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020☆101Updated 2 years ago
- WGAN based AnoGAN☆47Updated 4 years ago
- Anomaly detection in industrial dataset(MVTEC) like capsules, texture, bottle tec... with simple layers and high performance☆34Updated 3 years ago
- Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset☆102Updated 7 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆128Updated 5 years ago
- ALAD (Proceedings of IEEE ICDM 2018) official code☆135Updated 6 years ago
- Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings☆85Updated 4 years ago
- Repository for the One class neural networks paper☆168Updated 5 years ago
- PyTorch implementation of "Sub-Image Anomaly Detection with Deep Pyramid Correspondences"☆243Updated 2 years ago
- This is the official repository to the WACV 2021 paper "Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows"…☆223Updated 2 years ago
- Anomaly detection on X-Ray MURA dataset using GAN.☆49Updated 6 years ago
- Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizi…☆253Updated last year
- Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)☆224Updated 4 years ago