This is the official repository for our recent paper "Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models".
☆162Apr 29, 2025Updated last year
Alternatives and similar repositories for Anomaly-OneVision
Users that are interested in Anomaly-OneVision are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EMIT: Enhancing MLLMs for Industrial Anomaly Detection via Difficulty-Aware GRPO☆25Jan 24, 2026Updated 4 months ago
- [CVPR 2025] Towards Training-free Anomaly Detection with Vision and Language Foundation Models☆93May 19, 2025Updated last year
- The Codes and Data of A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection [ICLR'25]☆257Jan 14, 2026Updated 4 months ago
- The official implementation of “One-for-More: Continual Diffusion Model for Anomaly Detection” (CVPR2025)☆64May 7, 2025Updated last year
- (CVPR2025) the code of "Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection"☆69Jun 23, 2025Updated 11 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 2026 Findings] Official Implementation for "CoPS: Conditional Prompt Synthesis for Zero-Shot Anomaly Detection"☆41Jun 2, 2026Updated last week
- The official implementation of AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP☆265May 26, 2025Updated last year
- [CVPR 2025] An Implementation of the paper "Pre-Instruction Data Selection for Visual Instruction Tuning"☆17Jun 9, 2025Updated last year
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆209Oct 20, 2025Updated 7 months ago
- Official implementation for AnomalyCLIP (ICLR 2024)☆630Jul 8, 2025Updated 11 months ago
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆308Jul 7, 2025Updated 11 months ago
- [TMM 2025]Official implementation of Learning Multi-view Anomaly Detection with Efficient Adaptive Selection☆30Aug 10, 2025Updated 10 months ago
- Accompanying code for the ICCV2025 paper "MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Sh…☆64Apr 27, 2026Updated last month
- Accurate reimplementation of WinCLIP (pytorch version)☆139Dec 8, 2024Updated last year
- 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.
- Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detection☆34Aug 9, 2025Updated 10 months ago
- (ECCV 2024) VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation☆104Jun 4, 2025Updated last year
- ☆43Aug 15, 2025Updated 9 months ago
- [AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models☆1,114Dec 20, 2023Updated 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 …☆341Jan 29, 2025Updated last year
- This is official repository of Physics-AD☆21Feb 24, 2026Updated 3 months ago
- [NeurIPS 2024] Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.☆213Mar 13, 2025Updated last year
- Official PyTorch implementation of ICCV'25 paper "Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection".☆43Mar 7, 2026Updated 3 months ago
- [CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD☆269Aug 1, 2025Updated 10 months 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.
- Open-sourced codes, IAD vision-language datasets and pre-trained checkpoints for Myriad.☆95Jul 4, 2025Updated 11 months ago
- [CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".☆421Mar 16, 2024Updated 2 years ago
- Paper list for industrial image anomaly synthesis methods.☆77Nov 18, 2025Updated 6 months ago
- [CVPR 2025] Official Implementation of "Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection". The first …☆473May 21, 2026Updated 2 weeks ago
- [NeurIPS 2024 Spotlight] Pytorch Implementation for NeurIPS 2024 paper: ResAD: A Simple Framework for Class Generalizable Anomaly Detecti…☆87Jun 2, 2026Updated last week
- ☆27Jan 9, 2025Updated last year
- Odd-One-Out: Anomaly Detection by Comparing with Neighbors (CVPR25)☆57Jan 19, 2026Updated 4 months ago
- [ICCV 2025] SALAD -- Semantics-Aware Logical Anomaly Detection☆46Oct 3, 2025Updated 8 months ago
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆58Dec 13, 2025Updated 5 months 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.
- ☆39Jun 17, 2024Updated last year
- 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)。☆3,586Updated this week
- [TII 2025] Official Implementation and Dataset Release for "Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly De…☆33Mar 30, 2026Updated 2 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
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆209Dec 6, 2024Updated last year
- Code of ["Spectral Prompt Tuning: Unveiling Unseen Classes for Zero-Shot Semantic Segmentation"]☆14Apr 26, 2024Updated 2 years ago
- [AAAI 2024] An Implementation of Entropic Open-set Active Learning☆28Apr 28, 2024Updated 2 years ago