mala-lab / deviation-network-imageLinks
Official PyTorch implementation of the paper “Explainable Deep Few-shot Anomaly Detection with Deviation Networks”, weakly/partially supervised anomaly detection, few-shot anomaly detection, image defect detection.
☆88Updated 2 years ago
Alternatives and similar repositories for deviation-network-image
Users that are interested in deviation-network-image are comparing it to the libraries listed below
Sorting:
- PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation (CVPR 2021)☆93Updated 10 months ago
- Mean-Shifted Contrastive Loss for Anomaly Detection (AAAI 2023)☆118Updated 10 months ago
- Unofficial implementation of Google "CutPaste: Self-Supervised Learning for Anomaly Detection and Localization" in PyTorch☆124Updated 3 years ago
- ☆87Updated 7 months ago
- Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]☆65Updated 2 years ago
- PFM and PEFM for Image Anomaly Detection and Segmentation☆36Updated 2 years ago
- ☆54Updated 4 years ago
- This is unofficial implementation of Inpainting Transformer for Anomaly Detection(Intra)☆49Updated 3 years ago
- ☆156Updated 2 years ago
- Official PyTorch implementation of the paper “Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection”, open-set anomal…☆89Updated 3 years ago
- Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection (MemAE)☆63Updated 5 years ago
- Official implementation of CVPR'24 paper 'Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection'.☆46Updated last year
- ☆83Updated last year
- unofficial implementation of paper Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder (MemAE) for Unsupervised Ano…☆72Updated 4 years ago
- Code to reproduce 'MOCCA: Multi-Layer One-Class Classification for Anomaly Detection'☆10Updated 3 years ago
- This is an unofficial implementation of Reconstruction by inpainting for visual anomaly detection (RIAD).☆97Updated 4 years ago
- Reconstruction by Inpainting Based Anomaly Detection☆70Updated 4 years ago
- List of implementation of SOTA deep anomaly detection methods☆106Updated 3 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆97Updated 2 years ago
- Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings☆85Updated 4 years ago
- Pytorch implementation of "Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery"☆63Updated 5 years ago
- This is an unofficial implementation of the paper “Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection”.☆45Updated 4 years ago
- shellysheynin / A-Hierarchical-Transformation-Discriminating-Generative-Model-for-Few-Shot-Anomaly-DetectionOfficial pytorch implementation of the paper: "A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detecti…☆59Updated 3 years ago
- Student–Teacher Anomaly Detection with Discriminative Latent Embeddings☆184Updated 6 months ago
- Implementation of f-AnoGAN with PyTorch☆158Updated 2 years ago
- PyTorch implementation of "Sub-Image Anomaly Detection with Deep Pyramid Correspondences"☆246Updated 2 years ago
- unoffical and work in progress PyTorch implementation of CutPaste☆252Updated last year
- ☆110Updated 2 years ago
- PatchCore method for Industrial Anomaly Detection + CLIP☆31Updated 9 months ago
- Repository for the Explainable Deep One-Class Classification paper☆232Updated last year