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
Alternatives and similar repositories for awesome-3d-anomaly-detection
Users that are interested in awesome-3d-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:
- Official Code for ''PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection'', Accepted by CVPR2025!☆23Mar 27, 2025Updated last year
- ☆25Mar 7, 2026Updated 4 months ago
- This is the Reproducible Realisation of the AAAI25 paper "Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detec…☆16Oct 5, 2025Updated 9 months ago
- Official implementation of PointAD (NeurIPS 2024)☆90May 29, 2025Updated last year
- Offical repository for G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection☆17Dec 14, 2025Updated 7 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.
- Official PyTorch Implementation of MC3D-AD: A Unified Geometry-aware Reconstruction Model for Multi-category 3D Anomaly Detection. Accept…☆15Jan 18, 2026Updated 6 months ago
- ☆79Jul 1, 2025Updated last year
- [ECCV 2024] R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection☆21Jan 6, 2025Updated last year
- Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties(CVPR'25)☆91Mar 20, 2025Updated last year
- ☆18Jun 22, 2026Updated last month
- 异常/缺陷检测方向，谷歌学术和arxiv论文的相关更新☆48Updated this week
- Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation(ICCV2025)☆15Dec 17, 2025Updated 7 months ago
- [TMM 2025]Official implementation of Learning Multi-view Anomaly Detection with Efficient Adaptive Selection☆33Aug 10, 2025Updated 11 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
- 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.
- 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
- A Unified Multimodal Framework for Bridging 2D and 3D Industrial Anomaly Detection☆19Dec 29, 2025Updated 6 months ago
- Paper list for industrial image anomaly synthesis methods.☆79Nov 18, 2025Updated 8 months ago
- [IEEE TSMC 2025] The Official Implementation for ''Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework''☆117Dec 17, 2025Updated 7 months ago
- [JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆127Feb 2, 2026Updated 5 months ago
- ☆10Aug 8, 2024Updated last year
- ☆214Sep 8, 2023Updated 2 years ago
- [IJCAI 2025] Multi-Modal Point Cloud Completion with Interleaved Attention Enhanced Transformer☆21Jul 20, 2026Updated last week
- 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [AAAI 2026] Point Cloud Semantic Scene Completion with Prototype-Guided Transformer☆22Apr 15, 2026Updated 3 months ago
- The official Pytorch implementation of paper "FedSoup: Improving Generalization and Personalization in Federated Learning via Selective M…☆18Apr 14, 2024Updated 2 years ago
- [NeurIPS 2025] Pytorch Implementation for NeurIPS 2025 paper: ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representati…☆74Jun 2, 2026Updated last month
- 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
- Official Anomaly-ShapeNet☆55Oct 17, 2025Updated 9 months ago
- Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper (VA…☆142Nov 28, 2022Updated 3 years ago
- [PR] Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection☆85Mar 4, 2025Updated last year
- This repository is the official implementation of Incomplete Multimodal Industrial Anomaly Detection via Cross-Modal Distillation.☆26Mar 17, 2026Updated 4 months ago
- Code repository of LiNeXt: Revisiting LiDAR Completion with Efficient Non-Diffusion Architectures(AAAI26)☆16Mar 31, 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.
- ☆25Aug 1, 2025Updated 11 months ago
- Tracking acceptance rates at global CS/AI conferences. This repository contains metadata for building the OpenAccept main site.☆21Jul 11, 2026Updated 2 weeks ago
- Language-Free Universal Vision Anomaly Detection☆192Jun 2, 2026Updated last month
- Awesome papers on 3D anomaly detection and localization☆62Dec 7, 2024Updated last year
- Official implementation of “Few-shot Human Action Anomaly Detection via a Unified Contrastive Learning Framework” (Knowledge-Based System…☆18Jan 4, 2026Updated 6 months ago
- VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer (CVPR 2026)☆113Jun 7, 2026Updated last month
- This is official repository of Physics-AD☆23Feb 24, 2026Updated 5 months ago