Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts'.
☆202Sep 29, 2026Updated last week
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 4 months 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.
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆311Jul 7, 2025Updated last year
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆425Feb 12, 2025Updated last year
- (ECCV 2024) VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation☆108Jun 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)☆674Jul 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
- 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.
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆352Jan 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☆1,141Dec 20, 2023Updated 2 years ago
- ☆58Jul 3, 2024Updated 2 years ago
- Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".☆843Feb 22, 2025Updated last year
- CLIP-AD is an upgraded version of the zero-shot anomaly detection method we proposed for the VAND challenge.☆46Mar 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.☆213Dec 6, 2024Updated 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.
- 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 7 months ago
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆226Oct 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 last year
- ☆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)。☆3,819Sep 20, 2026Updated 3 weeks ago
- [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)☆88Nov 21, 2025Updated 10 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Anomaly Detection via Reverse Distillation from One-Class Embedding☆254Jun 23, 2023Updated 3 years ago
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆331Aug 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☆258Dec 17, 2025Updated 9 months ago
- [ICLR2024] This is an official PyTorch implementation for "MuSc : Zero-Shot Industrial Anomaly Classification and Segmentation with Mutua…☆434Apr 25, 2026Updated 5 months ago