mingren8888 / GAN-defectLinks
demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch
☆43Updated 5 years ago
Alternatives and similar repositories for GAN-defect
Users that are interested in GAN-defect are comparing it to the libraries listed below
Sorting:
- generate randomly defects on positive samples and restore them with GAN.☆41Updated 5 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆30Updated 6 years ago
- Frequency-aware Image Restoration for Industrial Visual anomaly detection☆41Updated 3 months ago
- ☆29Updated 4 years ago
- REB：Reducing Biases in Representation for Industrial Anomaly Detection☆26Updated last year
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆206Updated 5 years ago
- SSGD(ICASSP2023)☆52Updated last year
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆26Updated 5 years ago
- This is a deep learning application project in the industrial field, intended to detect defects on the workpiece surface. The code is bas…☆86Updated 5 years ago
- ☆48Updated 3 years ago
- ☆55Updated 4 years ago
- Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection☆28Updated last year
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆69Updated 3 years ago
- [JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆71Updated last month
- [ICASSP 2022] FDSNet: An Accurate Real-Time Surface Defect Segmentation Network☆37Updated last year
- PFM and PEFM for Image Anomaly Detection and Segmentation☆37Updated 2 years ago
- Code and dataset of Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation☆46Updated 4 months ago
- Reconstruction by Inpainting Based Anomaly Detection☆70Updated 4 years ago
- 基于PaddlePaddle框架的异常检测算法复现☆28Updated 3 years ago
- Unofficial individual re-implementation for "MemSeg: A semi-supervised method for image surface defect detection using differences and co…☆38Updated 3 years ago
- [AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".☆145Updated 11 months ago
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆318Updated 3 years ago
- 玻璃绝缘子缺陷检测☆34Updated 4 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆97Updated 3 years ago
- DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation☆119Updated 6 months ago
- ☆24Updated 5 years ago
- The implement for paper : "A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation…☆86Updated last year
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆165Updated last month
- [IEEE TIM] An Incremental Knowledge Learning Framework for Continuous Defect Detection☆24Updated last year
- [CVPR 2023] Pytorch Implementation for CVPR2023 paper: Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomal…☆90Updated last year