[JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of Manufacturing Systems)
☆136Nov 1, 2026Updated this week
Alternatives and similar repositories for Towards-Practical-Industrial-Anomaly-Detection
Users that are interested in Towards-Practical-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:
- ☆27Aug 1, 2025Updated last year
- [SMC 2025] Leverage learning bias for noisy anomaly detection.☆19Oct 24, 2025Updated last year
- [AAAI 2026 Oral] The Official Implementation for "Towards High-Resolution 3D Anomaly Detection: A Scalable Dataset and Real-Time Framewor…☆136Aug 4, 2026Updated 3 months ago
- [AAAI 2026] The Official Implementation for "Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation"☆161Sep 4, 2026Updated 2 months ago
- Dual-Masked and Discriminative Reconstruction for Unified Vision Anomaly Detection☆14Jul 10, 2026Updated 3 months ago
- 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.
- [IEEE TII 2025] Official Implementation for "VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modelin…☆30Apr 14, 2025Updated last year
- ☆14Feb 10, 2026Updated 8 months ago
- [IEEE TASE 2025] The Official Implementation for ''Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Clo…☆44Jan 9, 2026Updated 9 months ago
- ☆15Apr 7, 2026Updated 7 months ago
- Normal-Abnormal Guided Generalist Anomaly Detection (NeurIPS 2025)☆91Nov 21, 2025Updated 11 months ago
- This repository provides a hierarchical taxonomy of key paperson computer vision methods, surpassing flat lists with fine-grained subcate…☆14Dec 14, 2025Updated 10 months ago
- This is an official implementation of “ Prototypical Learning Guided Context-Aware Segmentation Network for Few-Shot Anomaly Detection” (…☆58Dec 23, 2025Updated 10 months ago
- HiAD: A General Framework for High-Resolution Anomaly Detection(通用的高分辨率异常检测框架)☆138Feb 5, 2026Updated 9 months ago
- The Official Implementation for "Visual Anomaly Detection under Complex View-Illumination Interplay: A Large-Scale Benchmark"☆25Apr 5, 2026Updated 7 months 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.
- [ECCV 2024] Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt☆80Jan 18, 2026Updated 9 months ago
- We propose IAD-R1, a universal post-training framework that enhances Vision-Language Models for industrial anomaly detection through a tw…☆98Dec 9, 2025Updated 10 months ago
- This is an official implementation of “A Masked Reverse Knowledge Distillation Method Incorporating Global and Local Information for Imag…☆48Dec 23, 2025Updated 10 months ago
- [TMM 2025]Official implementation of Learning Multi-view Anomaly Detection with Efficient Adaptive Selection☆36Aug 10, 2025Updated last year
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆329May 26, 2026Updated 5 months ago
- [IEEE TII 2023] Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization☆84Mar 5, 2025Updated last year
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆318Jul 7, 2025Updated last year
- This is official repository of Physics-AD☆26Feb 24, 2026Updated 8 months ago
- Keras codes for MSMCNN☆11Jan 22, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This Repository contain the PyTorch implementation of the multi-class unsupervised anomaly detection method, accepted in CVPR2025: "Corre…☆69Mar 4, 2026Updated 8 months ago
- ☆17Jul 9, 2025Updated last year
- This repository provides a hierarchical taxonomy of key paperson anomaly generation methods, surpassing flat lists with fine-grained subc…☆22Dec 12, 2025Updated 10 months ago
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆354Jan 29, 2025Updated last year
- ☆20May 16, 2025Updated last year
- [AAAI 2026] AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection☆190Feb 5, 2026Updated 9 months ago
- ☆36Apr 30, 2024Updated 2 years ago
- VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer (CVPR 2026)☆143Sep 8, 2026Updated last month
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆58Dec 13, 2025Updated 10 months 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.
- ☆286Aug 17, 2026Updated 2 months 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)。☆3,850Updated this week
- Official implementation of PointAD (NeurIPS 2024)☆91May 29, 2025Updated last year
- Paper list for industrial image anomaly synthesis methods.☆80Nov 18, 2025Updated 11 months ago
- AcadHomepage: A Modern and Responsive Academic Personal Homepage☆18Dec 9, 2025Updated 10 months ago
- [AAAI 2026] Official Implementation for "AnoStyler: Text-Driven Localized Anomaly Generation via Lightweight Style Transfer"☆25Nov 14, 2025Updated 11 months ago
- Odd-One-Out: Anomaly Detection by Comparing with Neighbors (CVPR25)☆58Jan 19, 2026Updated 9 months ago