M-3LAB / awesome-anomaly-synthesis
Paper list for industrial image anomaly synthesis methods.
☆41Updated 2 months ago
Alternatives and similar repositories for awesome-anomaly-synthesis
Users that are interested in awesome-anomaly-synthesis are comparing it to the libraries listed below
Sorting:
- ☆50Updated 10 months ago
- CLIP-AD is an upgraded version of the zero-shot anomaly detection method we proposed for the VAND challenge.☆37Updated last year
- (ECCV 2024) VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation☆80Updated 7 months ago
- [NeurIPS 2024 Spotlight] Pytorch Implementation for NeurIPS 2024 paper: ResAD: A Simple Framework for Class Generalizable Anomaly Detecti…☆61Updated 6 months ago
- ☆12Updated 6 months ago
- Accurate reimplementation of WinCLIP (pytorch version)☆101Updated 5 months ago
- AAAI-2025: The largest and first anomaly detection dataset dedicated to 3C product quality control☆39Updated 3 weeks ago
- The Codes and Data of A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection [ICLR'25]☆118Updated 2 weeks ago
- ☆109Updated last month
- [ECCV 2024] Few-Shot Anomaly-Driven Generation for Anomaly Detection☆36Updated 6 months ago
- Official implementation of paper FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization (ACM MM 2024…☆65Updated 9 months ago
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆147Updated 8 months ago
- DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation☆32Updated 2 weeks ago
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆53Updated 2 months ago
- [ICCV2023] Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model☆26Updated last year
- Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties(CVPR'25)☆41Updated last month
- Official implementation of the ECCV 2024 paper: TransFusion -- A Transparency-Based Diffusion Model for Anomaly Detection☆37Updated last month
- [IEEE TII 2023] Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization☆76Updated 2 months ago
- ☆51Updated last year
- The official implementation of “One-for-More: Continual Diffusion Model for Anomaly Detection” （CVPR2025)☆19Updated last week
- The official code of "GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detect…☆85Updated this week
- Evaluation Tool for Anomaly Detection Research☆15Updated last year
- Official implementation of PointAD (NeurIPS 2024)☆56Updated last week
- [AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.☆99Updated 9 months ago
- The official implementation of AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP☆59Updated 2 weeks ago
- Official implementation of the paper 'GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection'☆21Updated last month
- GeneralAD☆53Updated 5 months ago
- ☆39Updated last year
- Official implementation of the WACV2024 paper: Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation☆37Updated last year
- [CVPR2025] AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios. Paper is available at https://arxiv.org/abs/2410.14…☆52Updated last month