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.
☆89Oct 29, 2022Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot …☆154Aug 5, 2021Updated 4 years ago
- Official PyTorch implementation of the paper “Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection”, open-set anomal…☆94Apr 11, 2022Updated 4 years ago
- Code for 'Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images' [MICCAI 2…☆49Oct 29, 2025Updated 6 months ago
- Offical code for 'Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy' [MICCAI 2020]☆24Dec 6, 2021Updated 4 years ago
- Anatomy-aware self-supervised learning☆11Jun 22, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- official implementation of RoSAS: Deep Semi-supervised Anomaly Detection with Contamination-resilient Continuous Supervision☆12Jul 18, 2023Updated 2 years ago
- Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]☆69Oct 29, 2025Updated 6 months ago
- Deep distance-based outlier detection published in KDD18: Learning representations specifically for distance-based outlier detection. Few…☆48Nov 10, 2020Updated 5 years ago
- Official PyTorch implementation of paper: Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstac…☆78Jun 10, 2022Updated 3 years ago
- Official implementation of CVPR'24 paper 'Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection'.☆54Apr 20, 2024Updated 2 years ago
- Official pytorch implementation of the paper: "A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detecti…☆59Dec 20, 2021Updated 4 years ago
- [MedIA 2025] MedIAnomaly: A comparative study of anomaly detection in medical images☆81Oct 27, 2025Updated 6 months ago
- Code for Graph-level Anomaly Detection via Hierarchical Memory Networks (HimNet)☆18Oct 6, 2023Updated 2 years ago
- Implementation of our paper "Optimizing PatchCore for Few/many-shot Anomaly Detection"☆67Jul 25, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official implementation for "Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning" (AAAI'24)☆19Jun 12, 2024Updated last year
- A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.☆353Nov 22, 2022Updated 3 years ago
- A project from EECS6414M of Winter 2020 at York University☆11Mar 26, 2020Updated 6 years ago
- Generalizing Unsupervised Anomaly Detection: Towards Unbiased Pathology Screening. #MIDL2023.☆29Sep 1, 2023Updated 2 years ago
- PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation (CVPR 2021)☆96Jul 25, 2024Updated last year
- Code for our paper "On Out-of-distribution detection with Energy-based Models" accepted to the ICML 2021 Workshop on Uncertainty & Robus…☆20Sep 30, 2021Updated 4 years ago
- ☆56Apr 19, 2021Updated 5 years ago
- Anomaly Detection via Reverse Distillation from One-Class Embedding☆247Jun 23, 2023Updated 2 years ago
- Official Code for IJCAI25 paper "Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts"☆23Jun 7, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ECCV2022 Oral] Registration based Few-Shot Anomaly Detection☆319Sep 7, 2022Updated 3 years ago
- Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]☆340Oct 29, 2025Updated 6 months ago
- Official Implement of "ADGym: Design Choices for Deep Anomaly Detection", NeurIPS 2023☆34Aug 23, 2023Updated 2 years ago
- Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Promp…☆201Jul 17, 2025Updated 9 months ago
- ☆56Sep 7, 2023Updated 2 years ago
- Official code for ACMMM 2022 paper: Towards Continual Adaptation in Industrial Anomaly Detection☆22Dec 4, 2023Updated 2 years ago
- Mean-Shifted Contrastive Loss for Anomaly Detection (AAAI 2023)☆116Jul 25, 2024Updated last year
- Benchmark of detection methods for anomalies and obstacles in traffic images.☆20Nov 24, 2022Updated 3 years ago
- [MedIA'22] Constrained unsupervised anomaly segmentation.☆20Mar 28, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository is the official implementation of Incomplete Multimodal Industrial Anomaly Detection via Cross-Modal Distillation.☆24Mar 17, 2026Updated last month
- Official PyTorch implementation of ICCV'25 paper "Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection".☆41Mar 7, 2026Updated last month
- This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”…☆474Nov 29, 2023Updated 2 years ago
- Official code and data repository of "Anomaly Detection with Score Distribution Discrimination", KDD' 23.☆23Jul 3, 2023Updated 2 years ago
- [AIR-DISCOVER Summer Research] Multi-class Anomaly Detection Transformer with Heterogenous Knowledge Distillation☆14Nov 11, 2024Updated last year
- ☆49May 29, 2021Updated 4 years ago
- This repository contains code from our comparative study on state of the art unsupervised pathology detection and segmentation methods.☆24Mar 16, 2024Updated 2 years ago