EnVision-Research / Defect_SpectrumLinks
Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics (ECCV2024)
☆123Updated 10 months ago
Alternatives and similar repositories for Defect_Spectrum
Users that are interested in Defect_Spectrum are comparing it to the libraries listed below
Sorting:
- The implement for paper : "A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation…☆80Updated last year
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆106Updated 3 months ago
- DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation☆71Updated last month
- Official implementation of "Unseen Visual Anomaly Generation" (CVPR 2025)☆151Updated 2 weeks ago
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆145Updated last week
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆357Updated 5 months ago
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆241Updated 11 months ago
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆235Updated last week
- [ECCV 2024] Official Implementation of An Incremental Unified Framework for Small Defect Inspection☆40Updated 5 months ago
- [WACV2025] AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2☆111Updated 2 months ago
- [ECCV2022 Oral] Registration based Few-Shot Anomaly Detection☆307Updated 2 years ago
- ☆52Updated last year
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆156Updated 10 months ago
- [CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD☆240Updated last year
- ☆134Updated last week
- [AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".☆129Updated 6 months ago
- ADer (https://arxiv.org/abs/2406.03262) is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popu…☆279Updated 5 months ago
- Official implementation of paper FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization (ACM MM 2024…☆66Updated 11 months ago
- [CVPR 2023] Pytorch Implementation for CVPR2023 paper: Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomal…☆89Updated 8 months ago
- [CVPR2025] AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios. Paper is available at https://arxiv.org/abs/2410.14…☆67Updated 3 months ago
- Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Promp…☆181Updated 10 months ago
- [ECCV 2024] Few-Shot Anomaly-Driven Generation for Anomaly Detection☆47Updated last month
- AAAI-2025: The largest and first anomaly detection dataset dedicated to 3C product quality control☆44Updated 2 months ago
- Open-sourced codes, IAD vision-language datasets and pre-trained checkpoints for Myriad.☆87Updated last week
- ☆194Updated last year
- [CSCWD] Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead.☆126Updated 4 months ago
- ☆53Updated 2 months ago
- unofficial version of EfficientAD☆143Updated last year
- This is an official implementation of the paper : "Target before Shooting: Accurate Anomaly Detection and Localization under One Millisec…☆105Updated 8 months ago
- [CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".☆337Updated last year