LeeDoYup / AnoGAN-tf
Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
☆273Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for AnoGAN-tf
- Unsupervised anomaly detection with generative model, keras implementation☆178Updated 5 years ago
- Code for reproducing f-AnoGAN training and anomaly scoring☆248Updated 5 years ago
- anomaly detection with GAN☆94Updated 6 years ago
- ☆433Updated 4 years ago
- Source code for Skip-GANomaly paper☆191Updated last year
- A simple and effective method for single-class classification of images☆159Updated 2 years ago
- Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)☆222Updated 3 years ago
- ALAD (Proceedings of IEEE ICDM 2018) official code☆133Updated 5 years ago
- Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset☆103Updated 7 years ago
- Repository for the One class neural networks paper☆167Updated 5 years ago
- Tensorflow Implementation of dagmm: Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection, Zong et al, 2018☆56Updated 6 years ago
- ☆49Updated 2 years ago
- Latent space autoregression for novelty detection.☆196Updated last year
- Anomaly detection using Autoencoder implemented with Keras 2.☆69Updated 5 years ago
- Repository for the Deep One-Class Classification ICML 2018 paper☆247Updated 5 years ago
- GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆854Updated last year
- Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection…☆191Updated 5 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆126Updated 5 years ago
- My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection☆398Updated last year
- Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.☆34Updated 3 years ago
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆129Updated 3 years ago
- A tensorflow implement for ganomaly☆39Updated 5 years ago
- Repository for the Explainable Deep One-Class Classification paper☆225Updated last year
- MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsuper…☆468Updated 2 years ago
- A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.☆338Updated last year
- Tensorflow Implementation of Deep SVDD☆34Updated 5 years ago
- A combination of Autoencoder and Robust PCA☆184Updated 4 months ago
- ☆248Updated 4 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆29Updated 6 years ago
- Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations☆22Updated 5 years ago