xrli-U / MuSc
This is an official PyTorch implementation for "MuSc : Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images" (MuSc ICLR2024).
☆376Updated last year
Alternatives and similar repositories for MuSc:
Users that are interested in MuSc are comparing it to the libraries listed below
- Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Promp…☆175Updated 8 months ago
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆215Updated 4 months ago
- ☆108Updated last month
- ADer (https://arxiv.org/abs/2406.03262) is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popu…☆258Updated 3 months ago
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆332Updated 2 months ago
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆145Updated 8 months ago
- Official implementation for AnomalyCLIP (ICLR 2024)☆382Updated 3 weeks ago
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆176Updated 5 months ago
- [AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.☆97Updated 9 months ago
- Image anomaly detection benchmark in industrial manufacturing☆138Updated 2 months ago
- Accurate reimplementation of WinCLIP (pytorch version)☆101Updated 5 months ago
- [ICPR 2024] Official implementation of SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect…☆57Updated 3 weeks ago
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆229Updated 9 months ago
- This is an official implementation of the paper : "Target before Shooting: Accurate Anomaly Detection and Localization under One Millisec…☆101Updated 6 months ago
- Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline☆218Updated 2 months ago
- [CVPR2025] AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios. Paper is available at https://arxiv.org/abs/2410.14…☆51Updated last month
- unofficial version of EfficientAD☆139Updated last year
- Anomaly Detection via Reverse Distillation from One-Class Embedding☆203Updated last year
- [CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation☆368Updated 7 months ago
- (CVPR 2023) Revisiting Reverse Distillation for Anomaly Detection☆139Updated last year
- [ECCV 2024] Official Implementation and Dataset Release for "A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Ano…☆272Updated last month
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆101Updated 3 weeks ago
- [NeurIPS 2024] Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.☆167Updated last month
- ☆173Updated last year
- Official implementation of paper FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization (ACM MM 2024…☆64Updated 9 months ago
- ☆186Updated 10 months ago
- The official code of "GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detect…☆84Updated last month
- [CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".☆323Updated last year
- [CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD☆230Updated last year
- ☆49Updated 10 months ago