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.
☆193Updated 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 4 years ago
- Repository for the One class neural networks paper☆166Updated 6 years ago
- #Deep One class #Anomaly Detection☆49Updated 6 years ago
- ☆62Updated 6 years ago
- A simple and effective method for single-class classification of images☆160Updated 3 years ago
- Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.☆34Updated 4 years ago
- ☆50Updated 2 years ago
- Repository for the Deep One-Class Classification ICML 2018 paper☆257Updated 6 years ago
- Latent space autoregression for novelty detection.☆197Updated 2 years ago
- Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)☆279Updated 6 years ago
- [5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow…☆127Updated 5 years ago
- Unsupervised anomaly detection with generative model, keras implementation☆182Updated 5 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆128Updated 6 years ago
- Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset☆102Updated 8 years ago
- Source code for Skip-GANomaly paper☆196Updated 2 years ago
- Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations☆23Updated 5 years ago
- ALAD (Proceedings of IEEE ICDM 2018) official code☆136Updated 6 years ago
- ☆436Updated 4 years ago
- Tensorflow Implementation of dagmm: Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection, Zong et al, 2018☆57Updated 7 years ago
- Code for ECCV 2020 paper "Backpropagated Gradient Representations for Anomaly Detection"☆29Updated 5 years ago
- Models for one class neural networks☆45Updated 6 years ago
- Fence GAN: Towards Better Anomaly Detection☆39Updated 4 years ago
- A generalized gradient-based CNN visualization technique☆295Updated 6 years ago
- Dynamic anomaly detection in crowded scene videos using sparse autoencoders☆42Updated 8 years ago
- An example implementation of triplet-loss in tensorflow using keras☆55Updated 5 years ago
- A combination of Autoencoder and Robust PCA☆188Updated last year
- Code for reproducing f-AnoGAN training and anomaly scoring☆257Updated 6 years ago
- Implementation of "Matching Networks for One Shot Learning" in Keras https://arxiv.org/abs/1606.04080☆53Updated 6 years ago
- ☆94Updated 7 years ago
- Implementation of "Metric Learning for Novelty and Anomaly Detection", BMVC 2018☆37Updated 6 years ago