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☆42Updated 4 months ago
- ☆48Updated 3 years ago
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆208Updated 5 years ago
- ☆29Updated 4 years ago
- Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection☆29Updated last year
- Unofficial individual re-implementation for "MemSeg: A semi-supervised method for image surface defect detection using differences and co…☆39Updated 3 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆27Updated 5 years ago
- SSGD(ICASSP2023)☆52Updated last year
- REB:Reducing Biases in Representation for Industrial Anomaly Detection☆26Updated last year
- 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
- PFM and PEFM for Image Anomaly Detection and Segmentation☆37Updated 2 years ago
- [ICASSP 2022] FDSNet: An Accurate Real-Time Surface Defect Segmentation Network☆37Updated last year
- ☆38Updated last year
- Reconstruction by Inpainting Based Anomaly Detection☆70Updated 4 years ago
- ☆57Updated 4 years ago
- Unofficial pytorch implementation of Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection☆83Updated 4 years ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆73Updated 3 years ago
- Code and dataset of Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation☆46Updated 5 months ago
- [TIP 2023] Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection☆49Updated 3 years ago
- [IEEE TIM] An Incremental Knowledge Learning Framework for Continuous Defect Detection☆24Updated last year
- [JMS 2025] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆76Updated 2 weeks ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆97Updated 3 years ago
- ⚡Saliency detection for strip steel surface defects using multiple constraints and improved texture features☆37Updated 5 years ago
- ☆24Updated 5 years ago
- 基于PaddlePaddle框架的异常检测算法复现☆29Updated 3 years ago
- Official PyTorch implementation of the 2023 IEEE International Conference on Image Processing (ICIP 2023) paper "Adversarial Defect Synth…☆12Updated last year
- The implement for paper : "A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation…☆89Updated last year
- ☆25Updated 3 years ago