[JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of Manufacturing Systems)
☆120Feb 2, 2026Updated 3 months ago
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:
- ☆25Aug 1, 2025Updated 9 months ago
- [ECCV 2024] R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection☆19Jan 6, 2025Updated last year
- We propose IAD-R1, a universal post-training framework that enhances Vision-Language Models for industrial anomaly detection through a tw…☆87Dec 9, 2025Updated 5 months ago
- [IEEE TII 2023] Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization☆84Mar 5, 2025Updated last year
- [NeurIPS 2025] Pytorch Implementation for NeurIPS 2025 paper: ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representati…☆68Nov 11, 2025Updated 5 months ago
- 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.
- ☆32Apr 30, 2024Updated 2 years ago
- [IJCAI 2025] ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection☆63Jun 18, 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 …☆337Jan 29, 2025Updated last year
- [IEEE TII 2025] Official Implementation for "VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modelin…☆29Apr 14, 2025Updated last year
- [NeurIPS 2024] Unsupervised Hierarchy-Agnostic Segmentation: Parsing Semantic Image Structure☆11Nov 27, 2025Updated 5 months ago
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆203Oct 20, 2025Updated 6 months 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
- This repository contains the implementation for Anomaly Detection using Score-based Perturbation Resilience (ICCV 2023)☆14Sep 6, 2024Updated last year
- VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer (CVPR 2026)☆77Mar 26, 2026Updated last month
- 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.
- Spatial Adversarial Convolutional Neural Network for Surface Defect Detection☆10May 2, 2020Updated 6 years ago
- ☆11Nov 26, 2020Updated 5 years ago
- The code for "Self-supervised Context Learning for Visual Inspection of Industrial Defects"☆15Feb 21, 2024Updated 2 years ago
- 用于预测性维护与健康管理的大型语言模型(故障诊断大模型;剩余使用寿命预测大模型)☆115Mar 18, 2026Updated last month
- [TIP 2023] Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection☆52Jul 14, 2022Updated 3 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆27Oct 17, 2023Updated 2 years ago
- Official implementation for masked contrastive learning for anomaly detection.(IJCAI-21)☆18May 26, 2021Updated 4 years ago
- [CVPR 2025] Towards Training-free Anomaly Detection with Vision and Language Foundation Models☆91May 19, 2025Updated 11 months ago
- [INFFUS 2025] A taxonomy of industrial anomaly detection methods and datasets (updating).☆121Nov 14, 2025Updated 5 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.
- ☆62May 9, 2025Updated last year
- Dataset for classification, detection and prognostics of surface defects on ball screw drives☆77Aug 29, 2025Updated 8 months ago
- ☆10Mar 28, 2023Updated 3 years ago
- Industrial Defect Diffusion Model (NOT JUST INDUSTRIAL DEFECT~), support DDPM, DDIM and multi-GPU distributed training. 分布式训练,生成模型,扩散模型☆17Nov 10, 2023Updated 2 years ago
- ☆18Jun 12, 2025Updated 10 months ago
- [CSCWD] Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead.☆131Mar 4, 2025Updated last year
- [AAAI 2026] 中文公众号报道☆164Feb 5, 2026Updated 3 months ago
- ☆27Jul 1, 2024Updated last year
- ☆18Apr 27, 2023Updated 3 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.
- ☆20Aug 29, 2022Updated 3 years ago
- Official implementation of paper FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization (ACM MM 2024…☆86Jul 29, 2024Updated last year
- Records in gitbook☆10Nov 22, 2021Updated 4 years ago
- Code for "Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection"☆31Nov 7, 2023Updated 2 years ago
- Official Repository for VELM, featured in CVPRW 2025 paper: "Detect, Classify, Act: Categorizing Industrial Anomalies with Multi-Modal LL…☆54Jun 28, 2025Updated 10 months ago
- Official implementation of SuperSimpleNet [ICPR 2024, JIMS 2025]☆161Oct 16, 2025Updated 6 months ago
- AAAI-2025: The largest and first anomaly detection dataset dedicated to 3C product quality control☆61Apr 22, 2025Updated last year