izikgo / AnomalyDetectionTransformations
A simple and effective method for single-class classification of images
☆160Updated 3 years ago
Alternatives and similar repositories for AnomalyDetectionTransformations:
Users that are interested in AnomalyDetectionTransformations are comparing it to the libraries listed below
- ☆51Updated 2 years ago
- Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)☆224Updated 4 years ago
- ALAD (Proceedings of IEEE ICDM 2018) official code☆135Updated 6 years ago
- Latent space autoregression for novelty detection.☆196Updated 2 years ago
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆129Updated 4 years ago
- Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)☆278Updated 5 years ago
- Code for ECCV 2020 paper "Backpropagated Gradient Representations for Anomaly Detection"☆29Updated 4 years ago
- Repository for the paper "Rethinking Assumptions in Anomaly Detection"☆35Updated last year
- Repository for the Deep One-Class Classification ICML 2018 paper☆252Updated 6 years ago
- Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations☆23Updated 5 years ago
- Source code for Skip-GANomaly paper☆194Updated 2 years ago
- Official implementation of "Classification-Based Anomaly Detection for General Data" by Liron Bergman and Yedid Hoshen, ICLR 2020.☆89Updated 8 months ago
- ☆435Updated 4 years ago
- Fence GAN: Towards Better Anomaly Detection☆39Updated 3 years ago
- Repository for the One class neural networks paper☆168Updated 5 years ago
- Repository for the Explainable Deep One-Class Classification paper☆228Updated last year
- A Pytorch implementation of the paper `Deep Autoencoding Gaussian Mixture Model For Unsupervised Anomaly Detection` by Zong et al.☆69Updated 4 years ago
- Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection…☆193Updated 6 years ago
- Unsupervised anomaly detection with generative model, keras implementation☆181Updated 5 years ago
- Robust Subspace Recovery Layer for Unsupervised Anomaly Detection☆38Updated 4 years ago
- Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection (MemAE)☆63Updated 5 years ago
- A combination of Autoencoder and Robust PCA☆186Updated 9 months ago
- MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsuper…☆483Updated 2 years ago
- Variational autoencoder for anomaly detection (in PyTorch).☆48Updated 5 years ago
- ☆11Updated 7 years ago
- Tensorflow Implementation of Deep SVDD☆36Updated 5 years ago
- SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]☆136Updated 3 years ago
- Code for the CVPR 2020 paper 'Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm'☆89Updated 4 years ago
- Anomaly detection for images☆13Updated 5 years ago
- My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection☆407Updated 2 years ago