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)。
☆3,662Jul 2, 2026Updated this week
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 …☆345Jan 29, 2025Updated last year
- An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimizat…☆5,906Updated this week
- ☆599Aug 12, 2024Updated last year
- ☆1,333Jul 10, 2024Updated last year
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆424Feb 12, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models☆1,123Dec 20, 2023Updated 2 years ago
- Image anomaly detection benchmark in industrial manufacturing☆171Feb 20, 2025Updated last year
- Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".☆842Feb 22, 2025Updated last year
- Official implementation for AnomalyCLIP (ICLR 2024)☆645Jul 8, 2025Updated last year
- [ECCV 2024] Official Implementation and Dataset Release for "A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Ano…☆389Mar 30, 2026Updated 3 months ago
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆308Jul 7, 2025Updated last year
- [CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD☆269Aug 1, 2025Updated 11 months ago
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆320Aug 11, 2024Updated last year
- Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535☆430Aug 3, 2023Updated 2 years 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.
- [CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".☆425Mar 16, 2024Updated 2 years ago
- 📈 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…☆4,070May 27, 2024Updated 2 years ago
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆211Sep 1, 2024Updated last year
- [NeurIPS 2022 Spotlight] A Unified Model for Multi-class Anomaly Detection☆331Nov 22, 2022Updated 3 years ago
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆211Dec 6, 2024Updated last year
- The Codes and Data of A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection [ICLR'25]☆264Jan 14, 2026Updated 5 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
- [TPAMI] DiffusionAD: Norm-guided One-step Denoising Diffusion for Anomaly Detection☆221Jan 31, 2024Updated 2 years ago
- ☆214Sep 8, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [CVPR 2025] Official Implementation of "Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection". The first …☆491May 21, 2026Updated last month
- Anomaly Detection via Reverse Distillation from One-Class Embedding☆251Jun 23, 2023Updated 3 years ago
- [IEEE TII 2023] Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization☆84Mar 5, 2025Updated last year
- ☆201Jun 30, 2024Updated 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 11 months ago
- [AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.☆114Aug 6, 2024Updated last year
- [NeurIPS 2024] Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.☆214Mar 13, 2025Updated last year
- ☆58Jul 3, 2024Updated 2 years ago
- This is an official PyTorch implementation for "MuSc : Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring o…☆438Apr 25, 2026Updated 2 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [ECCV2022 Oral] Registration based Few-Shot Anomaly Detection☆320Sep 7, 2022Updated 3 years ago
- [INFFUS 2025] A taxonomy of industrial anomaly detection methods and datasets (updating).☆124Nov 14, 2025Updated 7 months ago
- (CVPR 2023) Revisiting Reverse Distillation for Anomaly Detection☆170Dec 28, 2023Updated 2 years ago
- ☆63May 9, 2025Updated last year
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆300May 26, 2026Updated last month
- Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper (VA…☆141Nov 28, 2022Updated 3 years ago
- Project for <SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation> (ECCV 2022)☆244Sep 22, 2022Updated 3 years ago