Paper list for industrial image anomaly synthesis methods.
☆80Nov 18, 2025Updated 11 months ago
Alternatives and similar repositories for awesome-anomaly-synthesis
Users that are interested in awesome-anomaly-synthesis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation☆164Jun 3, 2025Updated last year
- AAAI-2025: The largest and first anomaly detection dataset dedicated to 3C product quality control☆67Apr 22, 2025Updated last year
- ☆14Feb 10, 2026Updated 8 months ago
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆353Jan 29, 2025Updated last year
- [AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".☆159Dec 19, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆333Aug 11, 2024Updated 2 years ago
- (ECCV 2026) ArcAD: Anomaly-Rectified Calibration for Cold-Start Supervised Anomaly Detection☆18Jul 4, 2026Updated 3 months ago
- Official implementation of "Unseen Visual Anomaly Generation" (CVPR 2025)☆306Jun 30, 2025Updated last year
- ☆10Aug 8, 2024Updated 2 years ago
- Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。☆3,850Oct 23, 2026Updated last week
- ☆21Nov 7, 2025Updated 11 months ago
- Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties(CVPR'25)☆98Mar 20, 2025Updated last year
- This is official repository of Physics-AD☆25Feb 24, 2026Updated 8 months ago
- ☆10Mar 9, 2026Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official code for "AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation". Ships the CrossDomainVAD-12 ben…☆16May 12, 2026Updated 5 months ago
- ☆15Apr 7, 2026Updated 6 months ago
- Repository for ‘Anomaly Detection and Generation with Diffusion Models: A Survey’.☆42Jun 15, 2025Updated last year
- [NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and b…☆169Mar 13, 2024Updated 2 years ago
- [ICCV2025] SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning. Paper is available at https://arxi…☆164Aug 4, 2025Updated last year
- This Repository contain the PyTorch implementation of the multi-class unsupervised anomaly detection method, accepted in CVPR2025: "Corre…☆69Mar 4, 2026Updated 7 months ago
- Valeo Anomaly Dataset (VAD)☆36Sep 7, 2025Updated last year
- [INFFUS 2025] A taxonomy of industrial anomaly detection methods and datasets (updating).☆126Nov 14, 2025Updated 11 months ago
- ☆13May 16, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆106Nov 14, 2023Updated 2 years ago
- [CVPR 2025] Official Implementation of "Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection". The first …☆545Sep 17, 2026Updated last month
- [JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆136Aug 29, 2026Updated 2 months ago
- [AAAI 2026] Official Implementation for "AnoStyler: Text-Driven Localized Anomaly Generation via Lightweight Style Transfer"☆25Nov 14, 2025Updated 11 months ago
- Official Anomaly-ShapeNet☆58Oct 17, 2025Updated last year
- ☆57Jul 18, 2022Updated 4 years ago
- The Codes and Data of A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection [ICLR'25]☆278Oct 23, 2026Updated last week
- We have summarised all 3D anomaly detection methods and datasets (still updating). 多模态，点云和姿势无关异常检测的综述仓库（持续更新）☆150Oct 21, 2026Updated last week
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆427Feb 12, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆58Dec 13, 2025Updated 10 months ago
- Official implementation of PointAD (NeurIPS 2024)☆91May 29, 2025Updated last year
- ☆42Aug 15, 2025Updated last year
- [CSCWD] Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead.☆130Mar 4, 2025Updated last year
- ☆39Mar 19, 2026Updated 7 months ago
- ☆17Jul 9, 2025Updated last year
- ☆16Dec 10, 2024Updated last year