TimZhang001 / Defect_GAN-PyTorchLinks
PyTorch unofficial implements `Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection ` paper.
☆22Updated 2 years ago
Alternatives and similar repositories for Defect_GAN-PyTorch
Users that are interested in Defect_GAN-PyTorch are comparing it to the libraries listed below
Sorting:
- ☆23Updated 4 months ago
- The official code of "GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detect…☆106Updated 5 months ago
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆194Updated 10 months ago
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆266Updated last year
- This Repository contain the PyTorch implementation of the multi-class unsupervised anomaly detection method, accepted in CVPR2025: "Corre…☆44Updated 2 months ago
- Official implementation of the ECCV 2024 paper: TransFusion -- A Transparency-Based Diffusion Model for Anomaly Detection☆43Updated 6 months ago
- The implement for paper : "A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation…☆84Updated last year
- ☆80Updated last year
- [AAAI 2025] PyTorch Implementation of "Unlocking the Potential of Reverse Distillation for Anomaly Detection".☆30Updated 4 months ago
- ☆195Updated last year
- Diversified and Multi-Class Controllable Industrial Defect Synthesis for Data Augmentation and Transfer☆16Updated 2 years ago
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆202Updated 3 months ago
- [TPAMI] DiffusionAD: Norm-guided One-step Denoising Diffusion for Anomaly Detection☆189Updated last year
- [ICCV2025] SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning. Paper is available at https://arxi…☆87Updated 2 months ago
- ☆20Updated 11 months ago
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆177Updated last year
- [ICCV2023] Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model☆32Updated last year
- [CVPR2025] AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios. Paper is available at https://arxiv.org/abs/2410.14…☆118Updated last month
- (ECCV 2024) VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation☆98Updated 4 months ago
- Code for ECCV 2022 paper "Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization".☆63Updated 2 years ago
- [AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.☆105Updated last year
- [CVPR 2025] Towards Training-free Anomaly Detection with Vision and Language Foundation Models☆62Updated 5 months ago
- [IEEE TII 2023] Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization☆79Updated 7 months ago
- ☆80Updated last year
- [TCSVT 2024] Official Implementation for "Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly Detection"☆30Updated 3 months ago
- [ECCV 2024] Few-Shot Anomaly-Driven Generation for Anomaly Detection☆56Updated last month
- [CVPR 2023] Unofficial PyTorch implementation for CVPR2023 paper, Prototypical Residual Networks for Anomaly Detection and Localization.☆33Updated 2 years ago
- GeneralAD☆55Updated 10 months ago
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆380Updated 8 months ago
- This is official implementation of Multi-scale feature reconstruction network for industrial anomaly detection☆16Updated 3 months ago