KevinWangHP / Anomaly-Clustering
An unofficial implementation using Pytorch for "Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types". Improve the algorithm with DINO pretrained ViT. Implement algorithms based on PatchCore.
☆18Updated last year
Alternatives and similar repositories for Anomaly-Clustering:
Users that are interested in Anomaly-Clustering are comparing it to the libraries listed below
- ☆50Updated 8 months ago
- [CVPR 2023] PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow☆61Updated last year
- [ICCV2023] Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model☆25Updated 10 months ago
- Accurate reimplementation of WinCLIP (pytorch version)☆95Updated 3 months ago
- [AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.☆95Updated 7 months ago
- GeneralAD☆50Updated 3 months ago
- A method for detecting anomalies consisting of unusual combinations of normal elements using set features☆35Updated 4 months ago
- (ECCV 2024) VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation☆74Updated 5 months ago
- The official code of "GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detect…☆81Updated this week
- [IEEE TII 2023] Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization☆76Updated 3 weeks ago
- ☆37Updated last year
- (CVPR 2023) Revisiting Reverse Distillation for Anomaly Detection☆137Updated last year
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆139Updated 7 months ago
- [CVPR 2023] Pytorch Implementation for CVPR2023 paper: Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomal…☆86Updated 5 months ago
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆172Updated 3 months ago
- Official code for the paper "PNI : Industrial Anomaly Detection using Position and Neighborhood Information"☆43Updated last year
- ☆81Updated last year
- ☆93Updated this week
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆206Updated 3 months ago
- ☆25Updated 9 months ago
- ☆186Updated 9 months ago
- ☆50Updated last year
- Official code for "Diversity-Measurable Anomaly Detection", CVPR 2023 by Wenrui Liu, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen.☆70Updated 5 months ago
- Implementation of our paper "Optimizing PatchCore for Few/many-shot Anomaly Detection"☆55Updated last year
- ☆16Updated last year
- [ICCV 2023] Pytorch Implementation for ICCV2023 paper: Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Det…☆46Updated 5 months ago
- This is an official implementation of the paper : "Target before Shooting: Accurate Anomaly Detection and Localization under One Millisec…☆99Updated 5 months ago
- ☆22Updated last year
- ☆45Updated 2 years ago
- Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Promp…☆171Updated 6 months ago