xtarx / Unsupervised-Anomaly-Detection-with-Generative-Adversarial-Networks
Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset
☆102Updated 7 years ago
Related projects: ⓘ
- Unsupervised anomaly detection with generative model, keras implementation☆178Updated 4 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆29Updated 6 years ago
- Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)☆273Updated 5 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆126Updated 5 years ago
- ALAD (Proceedings of IEEE ICDM 2018) official code☆134Updated 5 years ago
- Code for reproducing f-AnoGAN training and anomaly scoring☆246Updated 5 years ago
- anomaly detection with GAN☆93Updated 6 years ago
- Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection…☆190Updated 5 years ago
- A simple and effective method for single-class classification of images☆159Updated 2 years ago
- Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.☆34Updated 3 years ago
- Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations☆22Updated 4 years ago
- ☆432Updated 3 years ago
- A tensorflow implement for ganomaly☆39Updated 5 years ago
- Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)☆221Updated 3 years ago
- Anomaly detection using Autoencoder implemented with Keras 2.☆69Updated 5 years ago
- Tensorflow Implementation of dagmm: Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection, Zong et al, 2018☆56Updated 6 years ago
- Repository for the One class neural networks paper☆166Updated 5 years ago
- ☆49Updated last year
- GAAL-based Outlier Detection☆131Updated last year
- This is a tutorial on creating a deep convolutional autoencoder with tensorflow.☆57Updated 7 years ago
- Anomaly detection on X-Ray MURA dataset using GAN.☆48Updated 5 years ago
- Fence GAN: Towards Better Anomaly Detection☆40Updated 3 years ago
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆129Updated 3 years ago
- Tensorflow2 implementation of the paper GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆20Updated 3 years ago
- Source code for Skip-GANomaly paper☆191Updated last year
- ☆25Updated 4 years ago
- Code for ECCV 2020 paper "Backpropagated Gradient Representations for Anomaly Detection"☆30Updated 4 years ago
- A combination of Autoencoder and Robust PCA☆182Updated 2 months ago
- Latent space autoregression for novelty detection.☆196Updated last year
- Cluster Support Vector Data Description☆18Updated 7 years ago