mingren8888 / GAN-defectLinks
demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch
☆42Updated 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.☆40Updated 4 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆30Updated 5 years ago
- Frequency-aware Image Restoration for Industrial Visual anomaly detection☆36Updated last week
- 基于PaddlePaddle框架的异常检测算法复现☆27Updated 3 years ago
- REB：Reducing Biases in Representation for Industrial Anomaly Detection☆27Updated last year
- [ICASSP 2022] FDSNet: An Accurate Real-Time Surface Defect Segmentation Network☆37Updated 10 months ago
- ☆45Updated 3 years ago
- ☆34Updated 9 months ago
- Reconstruction by Inpainting Based Anomaly Detection☆70Updated 4 years ago
- [TIP 2023] Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection☆49Updated 3 years ago
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆199Updated 5 years ago
- ☆28Updated 3 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆26Updated 4 years ago
- Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection☆27Updated last year
- Unofficial individual re-implementation for "MemSeg: A semi-supervised method for image surface defect detection using differences and co…☆38Updated 3 years ago
- PFM and PEFM for Image Anomaly Detection and Segmentation☆36Updated 2 years ago
- ☆55Updated 4 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…☆83Updated 5 years ago
- [AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".☆133Updated 8 months ago
- ☆86Updated last year
- Unofficial pytorch implementation of Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection☆81Updated 4 years ago
- ☆24Updated 4 years ago
- This is an unofficial implementation of Reconstruction by inpainting for visual anomaly detection (RIAD).☆97Updated 4 years ago
- ☆23Updated 2 years ago
- [IEEE TIM] An Incremental Knowledge Learning Framework for Continuous Defect Detection☆23Updated last year
- official code for paper entitled "Component-aware anomaly detection framework for adjustable and logical industrial visual inspection"☆45Updated 2 months ago
- ⚡Saliency detection for strip steel surface defects using multiple constraints and improved texture features☆36Updated 5 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆97Updated 3 years ago
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆125Updated 5 months ago
- Official implementation of SuperSimpleNet☆77Updated this week