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)。
☆3,717Jul 13, 2026Updated 2 weeks ago
Alternatives and similar repositories for awesome-industrial-anomaly-detection
Users that are interested in awesome-industrial-anomaly-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [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
- ☆1,351Jul 10, 2024Updated 2 years ago
- An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimizat…☆5,989Updated this week
- Official implementation for AnomalyCLIP (ICLR 2024)☆654Jul 8, 2025Updated last year
- ☆603Aug 12, 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.
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆427Feb 12, 2025Updated last year
- [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
- 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
- [AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models☆1,128Dec 20, 2023Updated 2 years ago
- Image anomaly detection benchmark in industrial manufacturing☆172Feb 20, 2025Updated last year
- Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".☆843Feb 22, 2025Updated last year
- [ECCV 2024] Official Implementation and Dataset Release for "A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Ano…☆391Mar 30, 2026Updated 3 months ago
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆308May 26, 2026Updated 2 months ago
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆308Jul 7, 2025Updated last year
- 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.
- [CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".☆427Mar 16, 2024Updated 2 years ago
- [CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD☆269Aug 1, 2025Updated 11 months ago
- Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535☆434Aug 3, 2023Updated 2 years ago
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆324Aug 11, 2024Updated last year
- 📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of…☆4,088May 27, 2024Updated 2 years ago
- [AAAI 2026] AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection☆178Feb 5, 2026Updated 5 months ago
- Paper list for industrial image anomaly synthesis methods.☆79Nov 18, 2025Updated 8 months ago
- [WACV2025] AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2☆240Dec 17, 2025Updated 7 months ago
- [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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆212Dec 6, 2024Updated last year
- [NeurIPS 2022 Spotlight] A Unified Model for Multi-class Anomaly Detection☆331Nov 22, 2022Updated 3 years ago
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆212Sep 1, 2024Updated last year
- [TPAMI] DiffusionAD: Norm-guided One-step Denoising Diffusion for Anomaly Detection☆221Jan 31, 2024Updated 2 years ago
- [CVPR2025] AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios. Paper is available at https://arxiv.org/abs/2410.14…☆166Sep 1, 2025Updated 10 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
- ☆202Jun 30, 2024Updated 2 years ago
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆220Oct 20, 2025Updated 9 months ago
- Anomaly Detection via Reverse Distillation from One-Class Embedding☆253Jun 23, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Promp…☆202Jul 17, 2025Updated last year
- [NeurIPS 2024] Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.☆216Mar 13, 2025Updated last year
- 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）☆129Jul 21, 2026Updated last week
- The official implementation of AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP☆267May 26, 2025Updated last year
- This is the official repository for our recent paper "Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Mo…☆170Apr 29, 2025Updated last year
- ☆214Sep 8, 2023Updated 2 years ago
- Official implementation of SuperSimpleNet [ICPR 2024, JIMS 2025]☆169Oct 16, 2025Updated 9 months ago