Paper list for industrial image anomaly synthesis methods.
☆79Nov 18, 2025Updated 8 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☆159Jun 3, 2025Updated last year
- AAAI-2025: The largest and first anomaly detection dataset dedicated to 3C product quality control☆65Apr 22, 2025Updated last year
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆324Aug 11, 2024Updated last year
- Official implementation of "Unseen Visual Anomaly Generation" (CVPR 2025)☆293Jun 30, 2025Updated last year
- [AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".☆156Dec 19, 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.
- 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)。☆3,716Jul 13, 2026Updated last week
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆350Jan 29, 2025Updated last year
- Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties(CVPR'25)☆91Mar 20, 2025Updated last year
- This is official repository of Physics-AD☆22Feb 24, 2026Updated 5 months ago
- ☆10Aug 8, 2024Updated last year
- Official Anomaly-ShapeNet☆55Oct 17, 2025Updated 9 months ago
- [ICCV2025] SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning. Paper is available at https://arxi…☆158Aug 4, 2025Updated 11 months ago
- [AAAI 2026] Official Implementation for "AnoStyler: Text-Driven Localized Anomaly Generation via Lightweight Style Transfer"☆20Nov 14, 2025Updated 8 months ago
- Valeo Anomaly Dataset (VAD)☆35Sep 7, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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)☆129Updated this week
- ☆39Mar 19, 2026Updated 4 months ago
- Repository for ‘Anomaly Detection and Generation with Diffusion Models: A Survey’.☆39Jun 15, 2025Updated last year
- The Codes and Data of A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection [ICLR'25]☆269Jan 14, 2026Updated 6 months ago
- ☆16May 16, 2025Updated last year
- This Repository contain the PyTorch implementation of the multi-class unsupervised anomaly detection method, accepted in CVPR2025: "Corre…☆65Mar 4, 2026Updated 4 months ago
- [CVPR 2025] Official Implementation of "Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection". The first …☆503May 21, 2026Updated 2 months ago
- [JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆127Feb 2, 2026Updated 5 months ago
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆427Feb 12, 2025Updated last year
- 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.
- ☆19Nov 7, 2025Updated 8 months ago
- ☆99Nov 14, 2023Updated 2 years ago
- Official implementation of PointAD (NeurIPS 2024)☆90May 29, 2025Updated last year
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆58Dec 13, 2025Updated 7 months ago
- ☆43Aug 15, 2025Updated 11 months ago
- ☆22Oct 30, 2024Updated last year
- [AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.☆115Aug 6, 2024Updated 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…☆161Mar 13, 2024Updated 2 years ago
- CLIP-AD is an upgraded version of the zero-shot anomaly detection method we proposed for the VAND challenge.☆45Mar 5, 2024Updated 2 years ago
- 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.
- Code for ECCV 2022 paper "Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization".☆72Apr 20, 2023Updated 3 years ago
- Project for <SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation> (ECCV 2022)☆248Sep 22, 2022Updated 3 years ago
- The official implementation of paper "Can Textual Gradient Work in Federated Learning?" accepted at ICLR 2025☆17Mar 10, 2025Updated last year
- ☆58Jul 3, 2024Updated 2 years ago
- Official implementation of "AD-Copilot: A Vision-Language Assistant for Industrial Anomaly Detection via Visual In-context Comparison"☆57Apr 25, 2026Updated 3 months ago
- ☆126Jul 16, 2025Updated last year
- ☆56Jul 18, 2022Updated 4 years ago