Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
☆281Apr 16, 2019Updated 7 years ago
Alternatives and similar repositories for AnoGAN-tf
Users that are interested in AnoGAN-tf are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Unsupervised anomaly detection with generative model, keras implementation☆182Oct 2, 2019Updated 6 years ago
- Code for reproducing f-AnoGAN training and anomaly scoring☆265May 2, 2019Updated 7 years ago
- anomaly detection with GAN☆95Feb 10, 2018Updated 8 years ago
- ☆436Nov 12, 2020Updated 5 years ago
- GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆889Feb 7, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Source code for Skip-GANomaly paper☆198Dec 8, 2022Updated 3 years ago
- ALAD (Proceedings of IEEE ICDM 2018) official code☆137Mar 25, 2019Updated 7 years ago
- Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset☆102Jul 28, 2017Updated 9 years ago
- ☆51Oct 13, 2022Updated 3 years ago
- A simple and effective method for single-class classification of images☆159Nov 29, 2021Updated 4 years ago
- This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.☆300Dec 8, 2022Updated 3 years ago
- ☆10Jan 18, 2018Updated 8 years ago
- ☆24Dec 12, 2020Updated 5 years ago
- A tensorflow implement for ganomaly☆36Dec 2, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Pytorch implementation of "Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery"☆68Apr 22, 2020Updated 6 years ago
- Implementation of Skip-GANomaly with MNIST dataset☆11Nov 28, 2019Updated 6 years ago
- Fence GAN: Towards Better Anomaly Detection☆42Apr 20, 2021Updated 5 years ago
- Latent space autoregression for novelty detection.☆200Dec 12, 2022Updated 3 years ago
- A Transformer-based GAN for Anomaly Detection, International Conference on Artificial Neural Networks, (ICANN2022).☆25Mar 7, 2023Updated 3 years ago
- We used generative adversarial networks (GANs) to do anomaly detection for time series data.☆150Jan 15, 2019Updated 7 years ago
- GAN implementations☆14Aug 24, 2020Updated 6 years ago
- code for Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders☆20Nov 14, 2019Updated 6 years ago
- Student–Teacher Anomaly Detection with Discriminative Latent Embeddings☆185Nov 25, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversaria…☆12Nov 29, 2024Updated last year
- Implementation of f-AnoGAN with PyTorch☆165Mar 12, 2023Updated 3 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆128Aug 12, 2019Updated 7 years ago
- A curated list of awesome anomaly detection resources☆2,902Sep 20, 2022Updated 3 years ago
- MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsuper…☆515Aug 1, 2022Updated 4 years ago
- WGAN based AnoGAN☆47Aug 31, 2020Updated 6 years ago
- Frame level anomaly detection and localization in videos using auto-encoders☆65Dec 3, 2021Updated 4 years ago
- Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations☆23Oct 19, 2019Updated 6 years ago
- demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch☆44May 7, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Anomaly Detection Discriminative GAN (ADD-GAN)☆15Oct 9, 2017Updated 8 years ago
- Repository for the Deep One-Class Classification ICML 2018 paper☆265Nov 29, 2018Updated 7 years ago
- [5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow…☆125Jan 4, 2020Updated 6 years ago
- ☆65Feb 2, 2021Updated 5 years ago
- AVID: Adversarial Visual Irregularity Detection☆12Oct 27, 2024Updated last year
- My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection☆427Dec 24, 2022Updated 3 years ago
- Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders☆130Jul 27, 2020Updated 6 years ago