Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"
☆413Feb 12, 2025Updated last year
Alternatives and similar repositories for RealNet
Users that are interested in RealNet are comparing it to the libraries listed below
Sorting:
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆328Jan 29, 2025Updated last year
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆297Jul 7, 2025Updated 7 months 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)。☆3,311Feb 12, 2026Updated 2 weeks ago
- [ECCV 2024] Official Implementation and Dataset Release for "A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Ano…☆377Jul 18, 2025Updated 7 months ago
- Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics (ECCV2024)☆133Aug 26, 2024Updated last year
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆297Aug 11, 2024Updated last year
- [NeurIPS 2024] Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.☆203Mar 13, 2025Updated 11 months ago
- Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Promp…☆201Jul 17, 2025Updated 7 months ago
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆206Dec 6, 2024Updated last year
- [AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.☆112Aug 6, 2024Updated last year
- The official code of "GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detect…☆112May 13, 2025Updated 9 months ago
- ☆576Aug 12, 2024Updated last year
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆197Sep 1, 2024Updated last year
- Official implementation for AnomalyCLIP (ICLR 2024)☆565Jul 8, 2025Updated 7 months ago
- ☆202Jun 30, 2024Updated last year
- [AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models☆1,070Dec 20, 2023Updated 2 years ago
- ☆1,155Jul 10, 2024Updated last year
- Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".☆839Feb 22, 2025Updated last year
- The Codes and Data of A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection [ICLR'25]☆233Jan 14, 2026Updated last month
- This is official implementation of Multi-scale feature reconstruction network for industrial anomaly detection☆19Jul 1, 2025Updated 7 months ago
- DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation☆134Jun 3, 2025Updated 8 months ago
- Image anomaly detection benchmark in industrial manufacturing☆166Feb 20, 2025Updated last year
- [AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".☆153Dec 19, 2024Updated last year
- [NeurIPS 2022 Spotlight] A Unified Model for Multi-class Anomaly Detection☆323Nov 22, 2022Updated 3 years ago
- GeneralAD☆56Dec 17, 2024Updated last year
- This is an official implementation of the paper : "Target before Shooting: Accurate Anomaly Detection and Localization under One Millisec…☆116Oct 28, 2024Updated last year
- Unofficial implementation of "Remembering Normality: Memory-guided Knowledge Distillation for Unsupervised Anomaly Detection"☆22Jun 18, 2025Updated 8 months ago
- [CVPR 2025] Official Implementation of "Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection". The first …☆411Feb 3, 2026Updated 3 weeks ago
- Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties(CVPR'25)☆81Mar 20, 2025Updated 11 months ago
- ☆117Jul 16, 2025Updated 7 months ago
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆181Oct 20, 2025Updated 4 months ago
- Anomaly Detection via Reverse Distillation from One-Class Embedding☆240Jun 23, 2023Updated 2 years ago
- Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535☆394Aug 3, 2023Updated 2 years ago
- [CVPR2024 Highlight] Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images☆240Apr 6, 2024Updated last year
- [CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".☆399Mar 16, 2024Updated last year
- [NeurIPS 2024 Spotlight] Pytorch Implementation for NeurIPS 2024 paper: ResAD: A Simple Framework for Class Generalizable Anomaly Detecti…☆83Oct 18, 2025Updated 4 months ago
- ☆56Jul 3, 2024Updated last year
- The official code for "MSFlow: Multi-Scale Normalizing Flows for Unsupervised Anomaly Detection"☆82Mar 8, 2024Updated last year
- ☆20Jun 4, 2024Updated last year