[JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of Manufacturing Systems)
☆123Feb 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:
- [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
- Official code for the paper "FADE: Few-shot/zero-shot Anomaly Detection Engine using Large Vision-Language Model".☆35Nov 22, 2024Updated last year
- [NeurIPS 2025] Pytorch Implementation for NeurIPS 2025 paper: ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representati…☆70Nov 11, 2025Updated 6 months ago
- ☆33Apr 30, 2024Updated 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.
- TFSCL☆21Jul 25, 2024Updated last year
- [IJCAI 2025] ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection☆61Jun 18, 2025Updated 11 months ago
- UAD algorithms, include padim, stfpm, patchcore and ours local coreset☆14Feb 26, 2024Updated 2 years ago
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆340Jan 29, 2025Updated last year
- [IEEE TII 2025] Official Implementation for "VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modelin…☆30Apr 14, 2025Updated last year
- [NeurIPS 2024] Unsupervised Hierarchy-Agnostic Segmentation: Parsing Semantic Image Structure☆11Nov 27, 2025Updated 6 months ago
- ☆41Jan 30, 2025Updated last year
- [CVPR 2023] Pytorch Implementation for CVPR2023 paper: Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomal…☆96Oct 31, 2024Updated last year
- help yourself~☆17Sep 14, 2022Updated 3 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.
- 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)☆81Mar 26, 2026Updated 2 months ago
- Spatial Adversarial Convolutional Neural Network for Surface Defect Detection☆10May 2, 2020Updated 6 years ago
- The LOCO-Annotations dataset is a specialized extension of the MVTec LOCO dataset, focusing on detecting and analyzing high-level semanti…☆25Sep 23, 2025Updated 8 months ago
- Vision Mamba Distillation for Low-resolution Fine-grained Image Classification☆12Aug 3, 2024Updated last year
- 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）☆118May 11, 2026Updated 2 weeks ago
- [TIP 2023] Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection☆52Jul 14, 2022Updated 3 years ago
- [INFFUS 2025] A taxonomy of industrial anomaly detection methods and datasets (updating).☆120Nov 14, 2025Updated 6 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.
- [CVPR 2025] Towards Training-free Anomaly Detection with Vision and Language Foundation Models☆92May 19, 2025Updated last year
- Dataset for classification, detection and prognostics of surface defects on ball screw drives☆77Aug 29, 2025Updated 9 months 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 11 months ago
- 异常/缺陷检测方向，谷歌学术和arxiv论文的相关更新☆46May 21, 2026Updated last week
- [CSCWD] Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead.☆131Mar 4, 2025Updated last year
- Adapting DINOv3 to downstream segmentation tasks☆32Aug 26, 2025Updated 9 months ago
- ☆27Jul 1, 2024Updated last year
- yoloe model onnxruntime infer☆26Mar 26, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆20Aug 29, 2022Updated 3 years ago
- 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 11 months ago
- Official implementation of SuperSimpleNet [ICPR 2024, JIMS 2025]☆164Oct 16, 2025Updated 7 months ago
- 实现Web网络框架（包含线程模块、协程模块、日志模块、SocketIO模块、Http模块）☆10Oct 25, 2023Updated 2 years ago
- RS Generate dataset☆18Jan 2, 2025Updated last year