Alternatives and similar repositories for novelty-detection:

Users that are interested in novelty-detection are comparing it to the libraries listed below

• izikgo / AnomalyDetectionTransformations
  A simple and effective method for single-class classification of images
  ☆160Updated 3 years ago
• PramuPerera / OCGAN
  ☆50Updated 2 years ago
• khalooei / ALOCC-CVPR2018
  Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)
  ☆223Updated 4 years ago
• samet-akcay / skip-ganomaly
  Source code for Skip-GANomaly paper
  ☆193Updated 2 years ago
• houssamzenati / Efficient-GAN-Anomaly-Detection
  ☆436Updated 4 years ago
• donggong1 / memae-anomaly-detection
  MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsuper…
  ☆478Updated 2 years ago
• lukasruff / Deep-SVDD
  Repository for the Deep One-Class Classification ICML 2018 paper
  ☆249Updated 6 years ago
• podgorskiy / GPND
  Generative Probabilistic Novelty Detection with Adversarial Autoencoders
  ☆129Updated 4 years ago
• xaggi / OGNet
  Code for the CVPR 2020 paper 'Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm'
  ☆89Updated 3 years ago
• houssamzenati / Adversarially-Learned-Anomaly-Detection
  ALAD (Proceedings of IEEE ICDM 2018) official code
  ☆135Updated 5 years ago
• LeeDoYup / AnoGAN-tf
  Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
  ☆276Updated 5 years ago
• olivesgatech / gradcon-anomaly
  Code for ECCV 2020 paper "Backpropagated Gradient Representations for Anomaly Detection"
  ☆29Updated 4 years ago
• liznerski / fcdd
  Repository for the Explainable Deep One-Class Classification paper
  ☆227Updated last year
• lukasruff / Deep-SAD-PyTorch
  A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
  ☆341Updated 2 years ago
• otkupjnoz / oc-cnn
  ☆63Updated 5 years ago
• StevenLiuWen / sRNN_TSC_Anomaly_Detection
  ☆79Updated 2 years ago
• danieltan07 / dagmm
  My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
  ☆403Updated 2 years ago
• PramuPerera / DeepOneClass
  Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection…
  ☆193Updated 5 years ago
• yiweilu3 / Few-shot-Scene-adaptive-Anomaly-Detection
  ☆80Updated 4 years ago
• h19920918 / memae
  Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection (MemAE)
  ☆63Updated 5 years ago
• fjchange / object_centric_VAD
  An Tensorflow Re-Implement of CVPR 2019 "Object-centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video"
  ☆98Updated 2 years ago
• nuclearboy95 / Anomaly-Detection-PatchSVDD-PyTorch
  ☆251Updated 4 years ago
• lukasruff / Classification-AD
  Repository for the paper "Rethinking Assumptions in Anomaly Detection"
  ☆35Updated last year
• nuclearboy95 / Anomaly-Detection-OCGAN-tensorflow
  Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations
  ☆23Updated 5 years ago
• StevenLiuWen / ano_pred_cvpr2018
  Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018
  ☆442Updated last year
• oyxhust / wgan-gp-anomaly
  gan, wgan-gp, anomaly detection, unsupervised, pytorch
  ☆127Updated 5 years ago
• phuccuongngo99 / Fence_GAN
  Fence GAN: Towards Better Anomaly Detection
  ☆39Updated 3 years ago
• samet-akcay / ganomaly
  GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
  ☆866Updated 2 years ago
• raghavchalapathy / oc-nn
  Repository for the One class neural networks paper
  ☆167Updated 5 years ago
• hendrycks / outlier-exposure
  Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
  ☆552Updated 3 years ago