PramuPerera / DeepOneClassLinks
Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection, Novel image detection and Active Authentication reported state of the art results.
☆195Updated 6 years ago
Alternatives and similar repositories for DeepOneClass
Users that are interested in DeepOneClass are comparing it to the libraries listed below
Sorting:
- Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)☆225Updated 5 years ago
- Repository for the One class neural networks paper☆167Updated 6 years ago
- #Deep One class #Anomaly Detection☆49Updated 6 years ago
- ☆62Updated 6 years ago
- Unsupervised anomaly detection with generative model, keras implementation☆182Updated 6 years ago
- A simple and effective method for single-class classification of images☆161Updated 4 years ago
- Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.☆34Updated 4 years ago
- ☆50Updated 3 years ago
- Latent space autoregression for novelty detection.☆199Updated 3 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆129Updated 6 years ago
- [5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow…☆126Updated 6 years ago
- Repository for the Deep One-Class Classification ICML 2018 paper☆262Updated 7 years ago
- Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)☆280Updated 6 years ago
- Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations☆23Updated 6 years ago
- ALAD (Proceedings of IEEE ICDM 2018) official code☆138Updated 6 years ago
- Source code for Skip-GANomaly paper☆197Updated 3 years ago
- ☆439Updated 5 years ago
- anomaly detection with GAN☆96Updated 7 years ago
- Implementation of "Metric Learning for Novelty and Anomaly Detection", BMVC 2018☆37Updated 6 years ago
- Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset☆102Updated 8 years ago
- A tensorflow implement for ganomaly☆38Updated 7 years ago
- ☆94Updated 7 years ago
- An implementation for mnist center loss training and visualization☆75Updated 7 years ago
- Fence GAN: Towards Better Anomaly Detection☆40Updated 4 years ago
- Dynamic anomaly detection in crowded scene videos using sparse autoencoders☆42Updated 9 years ago
- Code for ECCV 2020 paper "Backpropagated Gradient Representations for Anomaly Detection"☆29Updated 5 years ago
- Implementation of "Matching Networks for One Shot Learning" in Keras https://arxiv.org/abs/1606.04080☆53Updated 7 years ago
- Sparse Autoencoders using FashionMNIST dataset☆35Updated 7 years ago
- This paper is continuously updated with deep anomaly detection methods and their applications☆105Updated 7 years ago
- Models for one class neural networks☆44Updated 7 years ago