YeongHyeon / GANomaly-TF
TensorFlow implementation of GANomaly (with MNIST dataset)
☆10Updated 4 years ago
Alternatives and similar repositories for GANomaly-TF:
Users that are interested in GANomaly-TF are comparing it to the libraries listed below
- Implementation of GANomaly with MNIST dataset☆18Updated 5 years ago
- Tensorflow2 implementation of the paper GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆20Updated 4 years ago
- TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detectio…☆25Updated last year
- This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.☆39Updated 3 years ago
- Code for reproducing f-AnoGAN in Pytorch☆28Updated 3 years ago
- Unofficial PyTorch implementation for f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks.☆35Updated 3 years ago
- Code to reproduce 'Combining GANs and AutoEncoders for efficient anomaly detection'☆40Updated 3 years ago
- The official codebase for Unsupervised Anomaly Detection with Adversarial Mirrored AutoEncoders paper (UAI'21).☆16Updated 3 years ago
- TensorFlow implementation of "Selective Kernel Networks"☆14Updated 5 years ago
- ☆155Updated 9 months ago
- Adversarial autoencoder (basic/semi-supervised/supervised)☆28Updated 2 years ago
- Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'☆19Updated 3 years ago
- Pytorch implementation of "Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery"☆61Updated 4 years ago
- An unofficial implementation of 'Inverse-Transform AutoEncoder for Anomaly Detection', paper see https://arxiv.org/abs/1911.10676☆13Updated 4 years ago
- ☆25Updated 5 years ago
- Unsupervised Anomaly Detection for X-Ray Images☆46Updated 6 months ago
- This repository contains the codes to reproduce the results of our proposed novelty detection algorithm based on adversarially robust aut…☆19Updated last year
- ☆10Updated 2 years ago
- Prior Generating Networks for Anomaly Detection☆14Updated 4 years ago
- anomaly detection using GAN☆16Updated last year
- Using Generative Adversarial Networks (GANs) algorithm to detect outliers on tabular data☆13Updated 5 years ago
- Anomaly detection using Autoencoder implemented with Keras 2.☆69Updated 6 years ago
- PyTorch implementation of paper: adVAE: a Self-adversarial Variational Autoencoder with Gaussian Anomaly Prior Knowledge for Anomaly Dete…☆33Updated 3 years ago
- Code of Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs☆20Updated last year
- Official Pytorch implementation of the paper DeScarGAN☆30Updated 4 years ago
- A simple and effective method for single-class classification of images☆160Updated 3 years ago
- Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study☆183Updated last year
- ☆26Updated last year
- 2-dimensional visualization of the latent space learned by a deep autoencoder on MNIST☆34Updated 5 years ago
- anomaly detection with GAN☆94Updated 7 years ago