This is the official repository for our recent paper "Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models".
☆171Apr 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:
- We propose IAD-R1, a universal post-training framework that enhances Vision-Language Models for industrial anomaly detection through a tw…☆94Dec 9, 2025Updated 8 months ago
- 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
- The official implementation of AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP☆268May 26, 2025Updated last year
- EMIT: Enhancing MLLMs for Industrial Anomaly Detection via Difficulty-Aware GRPO☆27Jan 24, 2026Updated 6 months ago
- [CVPR 2025] Towards Training-free Anomaly Detection with Vision and Language Foundation Models☆101May 19, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is an official PyTorch implementation for "EAGLE: Expert-Augmented Attention Guidance for Tuning-Free Industrial Anomaly Detection i…☆20Feb 24, 2026Updated 5 months ago
- [AAAI 2026] AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection☆179Feb 5, 2026Updated 6 months ago
- Official implementation for AnomalyCLIP (ICLR 2024)☆657Jul 8, 2025Updated last year
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆222Oct 20, 2025Updated 9 months ago
- (CVPR2025) the code of "Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection"☆71Jun 23, 2025Updated last year
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆58Dec 13, 2025Updated 7 months ago
- Official implementation of "AD-Copilot: A Vision-Language Assistant for Industrial Anomaly Detection via Visual In-context Comparison"☆58Apr 25, 2026Updated 3 months ago
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆312May 26, 2026Updated 2 months ago
- (ECCV 2024) VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation☆107Jun 4, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆309Jul 7, 2025Updated last year
- ☆43Aug 15, 2025Updated 11 months ago
- [TMM 2025]Official implementation of Learning Multi-view Anomaly Detection with Efficient Adaptive Selection☆34Aug 10, 2025Updated last year
- Accompanying code for the ICCV2025 paper "MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Sh…☆67Apr 27, 2026Updated 3 months ago
- [CVPR 2025] Official Implementation of "Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection". The first …☆508May 21, 2026Updated 2 months ago
- The official implementation of “One-for-More: Continual Diffusion Model for Anomaly Detection” （CVPR2025)☆64May 7, 2025Updated last year
- Normal-Abnormal Guided Generalist Anomaly Detection (NeurIPS 2025)☆86Nov 21, 2025Updated 8 months ago
- Official PyTorch implementation of ICCV'25 paper "Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection".☆46Mar 7, 2026Updated 5 months ago
- Official implementation of paper FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization (ACM MM 2024…☆88Jul 29, 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)。☆3,730Jul 13, 2026Updated 3 weeks ago
- [CVPR2025] AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios. Paper is available at https://arxiv.org/abs/2410.14…☆165Sep 1, 2025Updated 11 months ago
- VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer (CVPR 2026)☆118Jun 7, 2026Updated 2 months ago
- ☆17May 16, 2025Updated last year
- Official implementation of "Unseen Visual Anomaly Generation" (CVPR 2025)☆299Jun 30, 2025Updated last year
- This is official repository of Physics-AD☆23Feb 24, 2026Updated 5 months ago
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆353Jan 29, 2025Updated last year
- Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detection (BMVC 2026)☆35Updated this week
- Official code for the paper "FADE: Few-shot/zero-shot Anomaly Detection Engine using Large Vision-Language Model".☆35Nov 22, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Open-sourced codes, IAD vision-language datasets and pre-trained checkpoints for Myriad.☆98Jul 4, 2025Updated last year
- Official implement of ICLR 2025 "One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning"☆40May 8, 2025Updated last year
- [NeurIPS 2024 Spotlight] Pytorch Implementation for NeurIPS 2024 paper: ResAD: A Simple Framework for Class Generalizable Anomaly Detecti…☆92Jun 2, 2026Updated 2 months ago
- Official implementation of “MRAD: Zero-Shot Anomaly Detection with Memory-Driven Retrieval” (ICLR 2026)☆49Mar 13, 2026Updated 4 months ago
- [AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models☆1,128Dec 20, 2023Updated 2 years ago
- [CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".☆428Mar 16, 2024Updated 2 years 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