Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts'.
☆202Jul 17, 2025Updated last year
Alternatives and similar repositories for InCTRL
Users that are interested in InCTRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of CVPR'23 paper "WinCLIP: Zero-/few-shot anomaly classification and segmentation". It successfully reproduces the same ze…☆74Jul 17, 2025Updated last year
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆213Sep 1, 2024Updated 2 years ago
- [CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".☆429Mar 16, 2024Updated 2 years ago
- [ECCV2022 Oral] Registration based Few-Shot Anomaly Detection☆323Sep 7, 2022Updated 4 years ago
- [NeurIPS 2024 Spotlight] Pytorch Implementation for NeurIPS 2024 paper: ResAD: A Simple Framework for Class Generalizable Anomaly Detecti…☆94Jun 2, 2026Updated 3 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆310Jul 7, 2025Updated last year
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆426Feb 12, 2025Updated last year
- (ECCV 2024) VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation☆107Jun 4, 2025Updated last year
- [CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD☆269Aug 1, 2025Updated last year
- ☆29Jan 9, 2025Updated last year
- Accurate reimplementation of WinCLIP (pytorch version)☆138Dec 8, 2024Updated last year
- Official implementation for AnomalyCLIP (ICLR 2024)☆672Jul 8, 2025Updated last year
- [NeurIPS 2024] Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.☆220Mar 13, 2025Updated last year
- ☆40Jun 17, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [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
- Official PyTorch implementation of the ICCV'23 paper “Anomaly Detection under Distribution Shift”☆41Oct 25, 2023Updated 2 years ago
- [AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models☆1,136Dec 20, 2023Updated 2 years ago
- ☆58Jul 3, 2024Updated 2 years ago
- Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".☆844Feb 22, 2025Updated last year
- 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
- [CVPR2024 Highlight] Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images☆249Apr 6, 2024Updated 2 years ago
- Implementation for paper:"Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection"☆14Aug 13, 2023Updated 3 years ago
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆212Dec 6, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official implementation of paper FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization (ACM MM 2024…☆89Jul 29, 2024Updated 2 years ago
- Official PyTorch implementation of ICCV'25 paper "Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection".☆48Mar 7, 2026Updated 6 months ago
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆224Oct 20, 2025Updated 11 months ago
- Official implementation of CVPR'24 paper 'Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection'.☆59Apr 20, 2024Updated 2 years ago
- [ICCV 2025] SALAD -- Semantics-Aware Logical Anomaly Detection☆50Oct 3, 2025Updated 11 months ago
- ☆603Aug 12, 2024Updated 2 years ago
- 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)。☆3,790Sep 7, 2026Updated last week
- [NeurIPS 2022 Spotlight] A Unified Model for Multi-class Anomaly Detection☆331Nov 22, 2022Updated 3 years ago
- Normal-Abnormal Guided Generalist Anomaly Detection (NeurIPS 2025)☆87Nov 21, 2025Updated 9 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.
- Anomaly Detection via Reverse Distillation from One-Class Embedding☆253Jun 23, 2023Updated 3 years ago
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆329Aug 11, 2024Updated 2 years ago
- GeneralAD☆58Dec 17, 2024Updated last year
- Implementation of our paper "Optimizing PatchCore for Few/many-shot Anomaly Detection"☆68Jul 25, 2023Updated 3 years ago
- [AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.☆118Aug 6, 2024Updated 2 years ago
- [WACV2025] AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2☆253Dec 17, 2025Updated 9 months ago
- [ICLR2024] This is an official PyTorch implementation for "MuSc : Zero-Shot Industrial Anomaly Classification and Segmentation with Mutua…☆438Apr 25, 2026Updated 4 months ago