We propose IAD-R1, a universal post-training framework that enhances Vision-Language Models for industrial anomaly detection through a two-stage training strategy.
☆89Dec 9, 2025Updated 6 months ago
Alternatives and similar repositories for IAD-R1
Users that are interested in IAD-R1 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
- Code for "Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection"☆31Nov 7, 2023Updated 2 years ago
- [NeurIPS 2024] MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning☆90Feb 7, 2026Updated 4 months ago
- ☆35Aug 16, 2025Updated 9 months ago
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆58Dec 13, 2025Updated 5 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- [JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆124Feb 2, 2026Updated 4 months ago
- [CVPR 2025] | Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection☆97Apr 20, 2026Updated last month
- [NeurIPS 2024 Spotlight] Pytorch Implementation for NeurIPS 2024 paper: ResAD: A Simple Framework for Class Generalizable Anomaly Detecti…☆87Jun 2, 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
- Offical Code of MICCAI'25 Best-Paper-Shortlist paper "MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group…☆40Sep 28, 2025Updated 8 months ago
- ☆36May 28, 2026Updated last week
- [AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models☆1,114Dec 20, 2023Updated 2 years ago
- [IEEE TII 2023] Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization☆84Mar 5, 2025Updated last year
- 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.
- ☆43Aug 15, 2025Updated 9 months ago
- GeneralAD☆59Dec 17, 2024Updated last year
- [NeurIPS 2024] Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.☆213Mar 13, 2025Updated last year
- DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation☆153Jun 3, 2025Updated last year
- Project for <SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation> (ECCV 2022)☆242Sep 22, 2022Updated 3 years ago
- [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
- UniMMAD: Unified Multi-Modal and Multi-Class Anomaly Detection via MoE-Driven Feature Decompression☆234May 20, 2026Updated 3 weeks ago
- [AAAI 2026 Oral] The Official Implementation for "Towards High-Resolution 3D Anomaly Detection: A Scalable Dataset and Real-Time Framewor…☆124Nov 19, 2025Updated 6 months ago
- ☆41Jan 30, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [TPAMI] DiffusionAD: Norm-guided One-step Denoising Diffusion for Anomaly Detection☆221Jan 31, 2024Updated 2 years ago
- YOLO for Uniform Directed Object detection☆13Mar 28, 2024Updated 2 years ago
- 将YOLOv4改为孪生神经网络，用于找出两张图片的不同，供孪生网络搭建学习使用☆14May 14, 2022Updated 4 years ago
- [CSCWD 2025, Best Student Paper] Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning☆30May 24, 2025Updated last year
- Tolerance-aware Deep Optics☆14Feb 10, 2025Updated last year
- HyCTAS☆12Sep 30, 2025Updated 8 months ago
- ORES: Open-vocabulary Responsible Visual Synthesis☆14Dec 12, 2023Updated 2 years ago
- "Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow", accepted by CVPR 2023☆15Jan 6, 2026Updated 5 months ago
- algorithm-cpp projects☆80Sep 25, 2022Updated 3 years ago
- 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.
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆288May 26, 2026Updated 2 weeks ago
- Language-Free Universal Vision Anomaly Detection☆185Jun 2, 2026Updated last week
- MoEAD is a parameter efficient model for multi class anomaly detection☆37Dec 20, 2024Updated last year
- Official implementation of "Unseen Visual Anomaly Generation" (CVPR 2025)☆279Jun 30, 2025Updated 11 months ago
- Segment Anything with Deictic Prompting☆27May 13, 2025Updated last year
- [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
- 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